Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Virginia.
Department of Cardiothoracic Surgery, University of Michigan, Ann Arbor, Michigan.
Ann Thorac Surg. 2019 Jun;107(6):1713-1719. doi: 10.1016/j.athoracsur.2018.12.011. Epub 2019 Jan 9.
Although liver disease increases surgical risk, it is not considered in The Society for Thoracic Surgeons (STS) risk calculator. This study assessed the impact of Model for End-Stage Liver Disease (MELD) on outcomes after cardiac surgical procedures and the additional predictive value of MELD in the STS risk model.
Deidentified records of 21,272 patients were extracted from a regional STS database. Inclusion criteria were any cardiac operation with a risk score available (2011-2016). Exclusion criteria included missing MELD (n = 2,895) or preoperative anticoagulation (n = 144). Patients were stratified into three categories, MELD < 9 (low), MELD 9 to 15 (moderate), and MELD > 15 (high). Univariate and multivariate logistic regression assessed risk-adjusted associations between MELD and operative outcomes.
Increasing MELD scores were associated with greater comorbid disease, mitral operation, prior cardiac operation, and higher STS-predicted risk of mortality (1.1%, 2.3%, and 6.0% by MELD category; p < 0.0001). The operative mortality rate increased with increasing MELD score (1.6%, 3.9%, and 8.4%; p < 0.0001). By logistic regression MELD score was an independent predictor of operative mortality (odds ratio, 1.03 per MELD score point; p < 0.0001) as were the components total bilirubin (odds ratio, 1.22 per mg/dL; p = 0.002) and international normalized ratio (odds ratio, 1.40 per unit; p < 0.0001). Finally, MELD score was independently associated with STS major morbidity and the component complications renal failure and stroke.
Increasing MELD score, international normalized ratio, and bilirubin all independently increase risk of operative mortality. Because high rates of missing data currently limit utilization of MELD, efforts to simplify and improve data collection would help improve future risk models.
尽管肝脏疾病会增加手术风险,但美国胸外科医师学会(STS)风险计算器并未将其考虑在内。本研究评估了终末期肝病模型(MELD)对心脏手术后结果的影响,以及 MELD 在 STS 风险模型中的附加预测价值。
从区域 STS 数据库中提取了 21272 名患者的匿名记录。纳入标准为有风险评分的任何心脏手术(2011-2016 年)。排除标准包括缺失 MELD(n=2895)或术前抗凝治疗(n=144)。患者分为三组,MELD<9(低)、MELD9-15(中)和 MELD>15(高)。单变量和多变量逻辑回归评估了 MELD 与手术结果之间的风险调整关联。
随着 MELD 评分的增加,合并症、二尖瓣手术、先前的心脏手术和 STS 预测的死亡率风险(按 MELD 分类,分别为 1.1%、2.3%和 6.0%;p<0.0001)也随之增加。手术死亡率随 MELD 评分的增加而增加(1.6%、3.9%和 8.4%;p<0.0001)。通过逻辑回归,MELD 评分是手术死亡率的独立预测因子(每增加 1 个 MELD 评分点,比值比为 1.03;p<0.0001),总胆红素(每毫克/分升,比值比为 1.22;p=0.002)和国际标准化比值(每单位,比值比为 1.40;p<0.0001)也是独立的预测因子。最后,MELD 评分与 STS 主要发病率以及肾功能衰竭和中风等并发症独立相关。
MELD 评分、国际标准化比值和胆红素的增加均独立增加手术死亡率的风险。由于目前大量数据缺失限制了 MELD 的应用,因此应努力简化和改进数据收集,以帮助改进未来的风险模型。