The revised cardiac risk index and 90-day mortality after non-cardiac surgery: a retrospective cohort study - Summary - MDSpire

The revised cardiac risk index and 90-day mortality after non-cardiac surgery: a retrospective cohort study

  • By

  • Guangqin Ren

  • Qing Xie

  • Xue Guo

  • Guanglin Sang

  • Danqing Ren

  • Zhiwei Li

  • Xiangmei Tan

  • Huibing Chen

  • Yang Song

  • Lijuan Dong

  • July 15, 2026

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Objective:

To evaluate the independent association between RCRI scores and 90-day all-cause mortality in patients undergoing non-cardiac surgery.

Approach:
  • Study Design: Retrospective cohort study using data from 54,933 adult patients who underwent non-cardiac surgery at a tertiary care center in Singapore between 2012 and 2016.
  • Data Analysis: RCRI scores were calculated based on six clinical variables and categorized into four classes. Survival analysis was performed using Kaplan–Meier curves and multivariable Cox proportional hazards models.
Key Findings:
  • 735 patients (1.3%) died within 90 days postoperatively.
  • Higher RCRI classes were associated with significantly poorer survival (log-rank p < 0.001).
  • Hazard ratios for 90-day mortality were 1.97 (95% CI: 1.54–2.52) for Class II, 1.93 (95% CI: 1.45–2.58) for Class III, and 3.08 (95% CI: 2.29–4.15) for Class IV compared to Class I (p for trend <0.001).
  • Subgroup analyses confirmed consistent associations across age, sex, ASA class, and surgical priority groups.
Interpretation:

Higher RCRI scores are independently associated with increased 90-day mortality after non-cardiac surgery, indicating a dose–response relationship.

Limitations:
  • The study is retrospective and may be subject to biases inherent in such designs.
  • Data was collected from a single tertiary care center, which may limit generalizability.
Conclusion:

The findings indicate the association of RCRI with 90-day all-cause mortality in patients undergoing non-cardiac surgery.

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