A Nomogram to Predict Contrast Induced Nephropathy in Patients Undergoing Percutaneous Coronary Intervention
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Published on: March 15, 2022
Xun Hu1, Xiao-Dong Zhuang, Yi Li
1Department of Cardiology, The First Affiliated Hospital, Sun Yat-sen University.
Insights
Soluble klotho (sklotho) can predict contrast-induced nephropathy (CIN) in patients undergoing percutaneous coronary intervention (PCI). Lower sklotho levels correlate with CIN, and a nomogram including sklotho improves prediction accuracy for this common hospital-acquired kidney injury.
Area of Science:
- Nephrology
- Cardiology
- Biomarker Discovery
Background:
- Contrast-induced nephropathy (CIN) is a significant cause of hospital-acquired acute kidney injury (AKI).
- Early diagnosis of AKI is crucial for timely intervention and improved patient outcomes.
- Soluble klotho (sklotho) has emerged as a potential novel biomarker for early AKI detection.
Purpose of the Study:
- To evaluate the predictive capability of soluble klotho (sklotho) for contrast-induced nephropathy (CIN).
- To develop and validate a predictive nomogram for CIN in patients undergoing percutaneous coronary intervention (PCI), incorporating sklotho levels.
Main Methods:
- Prospective recruitment of 192 patients undergoing planned PCI.
- Measurement of plasma sklotho using ELISA.
- Development and validation of a prediction nomogram using logistic regression and bootstrapping techniques.
Main Results:
- CIN was diagnosed in 16.7% of patients.
- Lower sklotho levels were significantly associated with CIN, alongside age > 75, diabetes, and Mehran risk score.
- The developed nomogram incorporating sklotho demonstrated strong predictive performance (AUC 0.913), significantly improving upon existing models.
Conclusions:
- Soluble klotho is a valuable independent predictor of CIN in patients undergoing elective PCI.
- A lower concentration of sklotho is strongly correlated with an increased risk of developing CIN.
- The nomogram integrating sklotho offers a practical and effective tool for predicting CIN risk in PCI patients.
Abstract:
Contrast-induced nephropathy (CIN) is the third leading cause of hospital-acquired acute kidney injury (AKI). Emerging evidence has revealed that soluble klotho (sklotho) could be a novel biomarker for early AKI diagnosis. The aims of this study were to assess the predictive role of sklotho for CIN and to develop a prediction nomogram in patients undergoing percutaneous coronary intervention (PCI). This study is registered on Clinicaltrials.gov (NCT 02650336).Patients aged 18 years or older undergoing planned PCI were prospectively recruited between May 2014 and July 2015. CIN was defined as an increase in serum creatinine of 0.5 mg/dL within 48-72 hours after the procedure. Plasma sklotho was measured by enzyme linked immunosorbent assay (ELISA). Stratified analysis, interaction test, covariate screening, and curve fitting were performed to explore the association between sklotho and CIN. A nomogram was then developed and validated using the bootstrapped technique.A total of 192 patients aged 54.75 ± 12.19 years were selected, 32 (16.7%) of whom were diagnosed with CIN. A logistic regression model indicated significant associations between CIN and sklotho, age > 75 years, diabetes, and the Mehran risk score. Saturation effects analysis detected a two-stage change between sklotho and CIN, with the inflection point was 477.4 pg/mL. The area under the ROC curve was 0.758 and the sensitivity and specificity of this point were 90.6% and 53.9%, respectively. A nomogram was developed for the prediction of CIN and showed a bootstrapped-corrected area under the curve value of 0.913. In addition, sklotho significantly increased the predictive value of the nomogram.A strong association between sklotho and CIN was identified in patients undergoing elective PCI. A lower level of sklotho would be well correlated with CIN. The nomogram with sklotho is a useful tool to predict CIN in patients who will undergo PCI.
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