J-shaped relationship between creatinine levels and the risk of three major adverse events in patients after percutaneous coronary intervention - Summary - MDSpire

J-shaped relationship between creatinine levels and the risk of three major adverse events in patients after percutaneous coronary intervention

  • By

  • Xiang Zhu

  • Xiaqin Zha

  • Jiali Su

  • Yuanan Lu

  • Chao Yu

  • Lei Wu

  • April 20, 2026

  • 0 min

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Objective:

To evaluate the correlation between creatinine levels and the risk of major adverse cardiovascular events (MACE), non-adverse cardiovascular events (NACE), and major adverse cardiac and cerebrovascular events (MACCE) in patients after PCI, and to identify a potential correlation threshold.

Key Findings:
  • 25.7% of patients experienced adverse events post-PCI.
  • A J-shaped relationship was found between creatinine levels and the likelihood of adverse events (nonlinear P < 0.05).
  • The inflection point for creatinine levels was identified at 110 μmol/L.
  • Patients with creatinine levels below 110 μmol/L had a 15.5% increase in MACE risk (95% CI: 1.006-1.327), a 15.6% increase in NACE risk (95% CI: 1.004-1.330), and a 16.1% increase in MACCE risk (95% CI: 1.015-1.329).
Interpretation:

Creatinine levels exhibit a non-linear relationship with the risk of adverse events post-PCI, indicating that both low and high levels can be associated with increased risk, which has important implications for patient management.

Limitations:
  • Retrospective design may introduce selection bias.
  • Data collection relied on medical records and patient interviews, which may affect accuracy.
  • Findings may not be generalizable to populations outside the study cohort.
Conclusion:

The study identifies a J-shaped correlation between creatinine levels and adverse events post-PCI, with 110 μmol/L as a critical threshold for risk stratification.

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