The non-linear association between preoperative platelet to white blood cell ratio and 30-day postoperative mortality in adult tumor craniotomy: a retrospective cohort study - Summary - MDSpire

Exploring the Non-Linear Relationship Between Preoperative Platelet to White Blood Cell Ratio and 30-Day Mortality After Craniotomy for Tumors: A Retrospective Cohort Analysis

  • By

  • Jiangheng Guan

  • Lei Yu

  • Xiuwen Hu

  • Shaomin Chen

  • Jian Wang

  • Li Tan

  • July 20, 2026

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Objective:

To investigate the association and explore the specific non-linear relationship between preoperative platelet to white blood cell ratio (PWR) and 30-day postoperative mortality in adult patients undergoing intracranial tumor craniotomy.

Approach:
  • Study Design: Retrospective cohort study utilizing data from the ACS NSQIP database involving 9,434 patients.
  • Statistical Analysis: Cox proportional hazards models were used to assess the association between preoperative PWR and 30-day mortality, including non-linear relationships through smooth curve fitting and two-piecewise Cox regression.
Key Findings:
  • Mean preoperative PWR was 27.044 ± 12.564.
  • 30-day postoperative mortality rate was 3.148% (297/9434).
  • Preoperative PWR was inversely associated with 30-day postoperative mortality (HR = 0.978, 95% CI: 0.967–0.990).
  • Non-linear association observed with an inflection point at PWR of 20.111; below this, each unit increase in PWR was associated with an 8% decrease in mortality risk (HR = 0.920, 95% CI: 0.892–0.949).
  • Above the inflection point, the association was not significant (HR = 0.997, 95% CI: 0.984–1.011).
Interpretation:

The study presents a non-linear relationship between preoperative PWR and 30-day postoperative mortality, with lower PWR levels associated with higher mortality risk in this population.

Limitations:
  • Retrospective design may introduce biases.
  • Data sourced from a single database may limit generalizability.
Conclusion:

The study demonstrates an inverse and non-linear association between preoperative PWR and 30-day postoperative mortality in adults undergoing intracranial tumor craniotomy.

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