Development and validation of a predictive model for postoperative delirium in patients undergoing cardiac surgery - Summary - MDSpire

Development and validation of a predictive model for postoperative delirium in patients undergoing cardiac surgery

  • By

  • Lin Cui

  • Jinhong Zhang

  • Xiaoling Sun

  • Jiangling Xia

  • Hongyu Xu

  • June 4, 2026

  • 0 min

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Objective:

To identify risk factors for postoperative delirium (POD) following adult cardiac surgery and to develop and validate a predictive nomogram.

Key Findings:
  • POD occurred in 285 patients (39.4%).
  • Key predictors included emergency surgery, age, Sequential Organ Failure Assessment score, postoperative shock, and postoperative blood lactate and glucose levels.
  • The nomogram displayed strong calibration and discriminative ability in both datasets.
Interpretation:

Limitations:
  • The study was conducted at a single center, which may limit generalizability.
  • Data collection was retrospective, which may introduce biases.
Conclusion:

The study presents a validated nomogram for predicting POD in cardiac surgery patients.

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