Link Between Glucose-to-Potassium Ratio and Outcomes in Critically Ill Patients with Sepsis and Cancer: A Retrospective Analysis Utilizing the MIMIC Database - Scorecard - MDSpire

Link Between Glucose-to-Potassium Ratio and Outcomes in Critically Ill Patients with Sepsis and Cancer: A Retrospective Analysis Utilizing the MIMIC Database

  • By

  • Bin Feng

  • Wenxin Shen

  • Sheng Cheng

  • Ping Wang

  • Yi Zhang

  • January 8, 2026

  • 0 min

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Clinical Scorecard: Link Between Glucose-to-Potassium Ratio and Outcomes in Critically Ill Patients with Sepsis and Cancer: A Retrospective Analysis Utilizing the MIMIC Database

At a Glance

CategoryDetail
ConditionSepsis with concurrent malignancy
Key MechanismsGlucose-to-potassium ratio (GPR) as a prognostic biomarker
Target PopulationAdult patients (aged ≥ 18) with sepsis and cancer
Care SettingIntensive Care Unit (ICU)

Key Highlights

  • Sepsis affects 49 million individuals globally, with a high prevalence in cancer patients.
  • Approximately 30% of cancer-related deaths are attributable to sepsis.
  • GPR may serve as a prognostic indicator for all-cause mortality in critically ill patients.

Guideline-Based Recommendations

Diagnosis

  • Utilize GPR for early risk stratification in sepsis patients with malignancy.

Management

  • Monitor glucose and potassium levels closely in critically ill patients.

Monitoring & Follow-up

  • Assess GPR upon ICU entry to evaluate prognosis.

Risks

  • Higher GPR correlates with increased all-cause mortality.

Patient & Prescribing Data

Critically ill adults with sepsis and cancer

GPR can inform treatment decisions and resource allocation.

Clinical Best Practices

  • Implement routine GPR assessment in ICU for patients with sepsis and malignancy.
  • Integrate GPR findings into clinical decision-making processes.

References

Original Source(s)

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