Development and Validation of a Prediction Model for Acute Kidney Injury Following Cisplatin-Based HIPEC in Patients With Ovarian Cancer: a Multi-center Retrospective Cohort Study
试验速览
- 阶段
- 不适用
- 状态
- 已完成
- 入组人数
- 150
- 试验地点
- 1
- 主要终点
- Model prediction Probability
研究概览
简要总结
Ovarian cancer is the most lethal malignant tumor of the female reproductive system. Cytoreduction surgery(CRS) combined with chemotherapy is the primary method for treating ovarian cancer, and complete tumor resection is an important means to improve prognosis. It has been demonstrated that the use of cisplatin for hyperthermic intraperitoneal chemotherapy (HIPEC) following CRS can significantly improve the prognosis of some patients with ovarian cancer. However, HIPEC with cisplatin can lead to acute kidney injury (AKI), a serious complication that can seriously affect the patient's short- and long-term prognosis. NCCN guidelines recommend the use of sodium thiosulfate in all patients receiving HIPEC. This study intends to retrospectively collect clinical characteristics of patients to establish a prediction model for kidney injury, with a view to screening those at high risk of kidney injury for use of sodium thiosulfate for nephrotoxicity rescue in cisplatin HIPEC.
研究设计
- 研究类型
- Observational
- 观察模型
- Cohort
- 时间视角
- Retrospective
入排标准
- 年龄范围
- 18 Years 至 75 Years(Adult, Older Adult)
- 性别
- Female
- 接受健康志愿者
- 否
入选标准
- •Patients who received HIPEC with cisplatin following cytoreductive surgery.
- •Patients diagnosed with ovarian cancer pathologically.
- •FIGO stage III-IV.
排除标准
- •Use of renal protective drugs such as sodium perthiosulfate.
- •Any grade of chronic or acute renal disease or other serious complications existed before HIPEC.
- •Patients with single kidney.
结局指标
主要结局
Model prediction Probability
时间窗: Up to 7 days within CRS-HIPEC
Using the constructed clinical prediction model, the patient's baseline characteristics were input, and the model would output the probability of the patient developing AKI.
AUC (Area Under Curve)
时间窗: Up to 7 days within CRS-HIPEC
The AUC value of the model was calculated using the ROC (Receiver Operating Characteristic) Curve.
次要结局
- The incidence of AKI.(Up to 7 days within CRS-HIPEC)
研究者
Jing Li
Professor
Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University
