Shih Emily, Rahimighazikalayeh Gelareh, DiMaio J Michael, Squiers John J, Ryan William H, George Timothy J
Department of General Surgery, Baylor University Medical Center, Dallas, Texas, USA.
Baylor Scott and White Research Institute, Dallas, Texas, USA.
Proc (Bayl Univ Med Cent). 2024 Feb 8;37(2):197-203. doi: 10.1080/08998280.2024.2302798. eCollection 2024.
Studies have shown that requiring tracheostomy following cardiac surgery has significant implications on outcomes. This study proposes a risk stratification model to predict the likelihood of requiring a tracheostomy after cardiac surgery.
Patients who underwent cardiac surgery between January 2010 and December 2019 were analyzed. Kaplan-Meier analysis and log-rank test were used to estimate and compare survival between cohorts. A prediction model for the need for postoperative tracheostomy was developed with logistic regression combined with undersampling analysis.
A total of 9849 patients underwent cardiac surgery, and 176 (1.8%) required postoperative tracheostomy. Tracheostomy patients were older (mean age 68.4 ± 12.3 vs 65.9 ± 11.2 years; < 0.01) and more likely female (43.8% vs 28.5%; < 0.01). Predictors for requiring tracheostomy included hypertension (odds ratio [OR] 1.91; = 0.05), New York Heart Association III/IV (OR 2.68; < 0.001), chronic lung disease (OR 3.27; < 0.001), and history of prior myocardial infarction (OR 3.32; < 0.001). Three-year Kaplan-Meier survival was worse in patients who received tracheostomy (log-rank < 0.001).
A risk prediction model for requiring tracheostomy after cardiac surgery is proposed in this study. A history of New York Heart Association III/IV, chronic lung disease, and myocardial infarction as well as undergoing valve surgeries were associated with increased risk of requiring a tracheostomy.
研究表明,心脏手术后进行气管切开术对预后有重大影响。本研究提出一种风险分层模型,以预测心脏手术后需要气管切开术的可能性。
对2010年1月至2019年12月期间接受心脏手术的患者进行分析。采用Kaplan-Meier分析和对数秩检验来估计和比较队列之间的生存率。通过逻辑回归结合欠采样分析建立术后气管切开术需求的预测模型。
共有9849例患者接受了心脏手术,其中176例(1.8%)需要术后气管切开术。气管切开术患者年龄较大(平均年龄68.4±12.3岁 vs 65.9±11.2岁;P<0.01),女性比例更高(43.8% vs 28.5%;P<0.01)。需要气管切开术的预测因素包括高血压(比值比[OR]1.91;P=0.05)、纽约心脏协会III/IV级(OR 2.68;P<0.001)、慢性肺病(OR 3.27;P<0.001)和既往心肌梗死病史(OR 3.32;P<0.001)。接受气管切开术的患者三年Kaplan-Meier生存率更差(对数秩检验P<0.001)。
本研究提出了一种心脏手术后需要气管切开术的风险预测模型。纽约心脏协会III/IV级、慢性肺病和心肌梗死病史以及接受瓣膜手术与需要气管切开术的风险增加相关。