Targeted therapy using polymyxin B hemadsorption in patients with sepsis: a post-hoc analysis of the JSEPTIC-DIC

Itsuki Osawa1, Tadahiro Goto2,3, Daisuke Kudo4

  • 1Department of Emergency and Critical Care Medicine, The University of Tokyo Hospital, 7-3-1, Hongo, Bunkyo-Ku, Tokyo, 1130033, Japan.

PubMed
Abstract

Insights

Polymyxin B hemadsorption (PMX-HA) benefits sepsis patients with coagulopathy and hyperlactatemia. Identifying these patients improves treatment effectiveness and survival rates in endotoxemic septic shock.

Area of Science:

  • Critical Care Medicine
  • Sepsis Pathophysiology
  • Machine Learning in Medicine

Background:

  • Polymyxin B hemadsorption (PMX-HA) effectively reduces endotoxin levels in sepsis.
  • Identifying specific patient subgroups who benefit most from PMX-HA is crucial for optimizing its use.
  • Current criteria for PMX-HA application in sepsis are not well-defined.

Purpose of the Study:

  • To identify patient subgroups most likely to benefit from Polymyxin B hemadsorption (PMX-HA) in sepsis.
  • To investigate heterogeneity in treatment effects of PMX-HA using machine learning.
  • To establish criteria for targeted PMX-HA therapy.

Main Methods:

  • Retrospective analysis of 1911 sepsis patients (JSEPTIC-DIC study) and 286 endotoxemic septic shock patients (EUPHRATES trial).
  • Application of a machine learning-based causal forest model to identify treatment effect heterogeneity.
  • Validation of derived criteria for PMX-HA use in an independent cohort.

Main Results:

  • Causal forest model identified significant heterogeneity in PMX-HA treatment effects.
  • Patients with severe coagulopathy (PT-INR > 1.4) or hyperlactatemia (lactate > 3 mmol/L) showed higher treatment effects.
  • In the validated cohort, PMX-HA in the targeted subpopulation (75% of patients) significantly increased 28-day survival (68% vs. 52%, +16% effect).

Conclusions:

  • Abnormal coagulation and hyperlactatemia are key indicators for identifying sepsis patients who benefit most from PMX-HA.
  • These findings support targeted enrollment criteria for future clinical trials involving PMX-HA.
  • Optimizing PMX-HA use in endotoxemic septic shock can improve patient outcomes.