Challenging molecular dogmas in human sepsis using mathematical reasoning (vol 80, 104031, 2022)

EBIOMEDICINE(2022)

引用 6|浏览14
暂无评分
摘要
Sepsis is defined as a dysregulated host-response to infection, across all ages and pathogens. What defines a dysregulated state remains intensively researched but incompletely understood. Here, we dissect the meaning of this definition and its importance for the diagnosis and management of sepsis. We deliberate on pathophysiological features and dogmas that range from cytokine storms and immune paralysis to dormancy and altered homeostasis setpoints. Mathematical reasoning, used to test for plausibility, reveals three interlinked cardinal rules governing host-response trajectories in sepsis. Rule one highlights that the amplitude of the immune response while important is not sufficient and is strictly dependent on rule two, specifying bioenergetic capacity and are together dynamically driven by rule three, delineating stability and alterations in setpoints. We consider these rules and associated pathophysiological parameters for guiding data-science and artificial intelligence mining of multi-omics and big-data for improving the precision of diagnostic and therapeutic approaches to sepsis.
更多
查看译文
关键词
Sepsis,Host-response,Cytokine storm,Immunosuppression,Inflammation,Infection,Immune-paralysis,Homeostasis,Setpoint,Non-resolving,Dysregulation,Mathematical model,Dormancy,Artificial intelligence,Big-data,Multi-omics,Genomics,Innate-immune,Hyperinflammatory,Immuno-metabolism
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要