[基于受限三次样条模型的肺移植受者驱动压与预后的相关性分析]。

Chenhao Xuan, Dapeng Wang, Shuyun Jiang, Song Wang, Zhiyu Li, Jingyu Chen, Hongyang Xu
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The clinical data including general information, primary disease, chronic diseases, cardiopulmonary function, laboratory indicators, intraoperative condition, postoperative lactic acid (Lac) and ventilator parameters were collected. Primary outcomes included 28-day and 90-day survival, and secondary outcomes included occurrence of primary graft dysfunction (PGD), duration of extracorporeal membrane oxygenation (ECMO), duration of mechanical ventilation, weaning of mechanical ventilation, and length of ICU stay. The general data and observations between the two groups were compared. Kaplan-Meier curve analysis was conducted to analyze the situation of mechanical ventilation and 90-day survival. Receiver operator characteristic curve (ROC curve) was used to evaluate the predictive ability of DP for failed weaning of mechanical ventilation and 90-day death. The dose-response relationship between DP and 90-day death risk was determined by restricted cubic spline model. Univariate analysis was performed using Cox proportional hazards model.</p><p><strong>Results: </strong>A total of 101 patients were enrolled, with 68 patients (67.3%) in the low DP group and 33 patients (32.7%) in the high DP group. No statistically significant difference in general information, chronic diseases, primary diseases, cardiopulmonary function, laboratory indicators, intraoperative conditions, and postoperative Lac between the two groups was found. Compared with the low DP group, the patients in the high DP group had higher inspiratory pressure (Pinsp) and incidence of PGD with grade 3 at 24 hours after operation [Pinsp (cmH<sub>2</sub>O): 21.0±0.6 vs. 20.0±0.7, PGD with grade 3 at 24 hours: 60.6% (20/33) vs. 39.7% (27/68), both P < 0.05], longer duration of ECMO, duration of mechanical ventilation, and the length of ICU stay [duration of ECMO (hours): 37 (21, 109) vs. 22 (14, 43), duration of mechanical ventilation (days): 3.1 (1.8, 10.7) vs. 1.9 (1.1, 3.2), length of ICU stay (days): 6 (3, 13) vs. 4 (3, 5), all P < 0.05], and lower successful weaning rate of mechanical ventilation [81.8% (27/33) vs. 95.6% (65/68), P < 0.05). The 28-day and 90-day survival rates in the high DP group were significantly higher than those in the low DP group [28-day: 69.7% (23/33) vs. 86.8% (59/68), 90-day: 63.6% (21/33) vs. 83.8% (57/68), both P < 0.05]. Kaplan-Meier curve showed that the patients in the low DP group were weaned and extubated earlier than high DP group, and the cumulative situation of weaning was better (Log-Rank test: χ <sup>2</sup> = 14.054, P < 0.001), and the 90-day cumulative survival rate in the low DP group was significantly higher than that in the high DP group (Log-Rank test: χ <sup>2</sup> = 4.791, P = 0.029). ROC curve analysis showed that the area under ROC curve (AUC) of DP for predicting 90-day death was 0.664 [95% confidence internal (95%CI) was 0.540-0.787, P = 0.017], and the AUC for predicting failed weaning of mechanical ventilation was 0.794 (95%CI was 0.667-0.921, P = 0.004). Results of restricted cubic spline model analysis showed that the 90-day death risk continued to increase with the DP < 18 cmH<sub>2</sub>O; when DP≥18 cmH<sub>2</sub>O, elevated DP did not continue to increase the 90-day death risk, showing a plateau effect. Univariate analysis showed that DP was independent risk factors of 90-day death, and the death risk increased by 9.3% for every 1 cmH<sub>2</sub>O increase in DP [hazard ratio (HR) = 1.093, 95%CI was 1.007-1.186, P = 0.033].</p><p><strong>Conclusions: </strong>DP is an independent risk factor of death after lung transplantation, and early postoperative DP may be used as a predictor of failed weaning of mechanical ventilation and 90-day death after lung transplantation.</p>","PeriodicalId":24079,"journal":{"name":"Zhonghua wei zhong bing ji jiu yi xue","volume":"36 12","pages":"1249-1255"},"PeriodicalIF":0.0000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"[Analysis of the correlation between driving pressure and prognosis in lung transplant recipients based on restricted cubic spline model].\",\"authors\":\"Chenhao Xuan, Dapeng Wang, Shuyun Jiang, Song Wang, Zhiyu Li, Jingyu Chen, Hongyang Xu\",\"doi\":\"10.3760/cma.j.cn121430-20240407-00311\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>To investigate the correlation between postoperative driving pressure (DP) and the prognosis of lung transplantation, and to further evaluate the value of early DP monitoring in lung transplantation.</p><p><strong>Methods: </strong>A observational study was conducted. The patients after lung transplantation who admitted to the intensive care unit (ICU) of Wuxi People's Hospital from February 1, 2022 to February 1, 2023 were collected. They were divided into low DP group (DP≤15 cmH<sub>2</sub>O, 1 cmH<sub>2</sub>O ≈ 0.098 kPa) and high DP group (DP > 15 cmH<sub>2</sub>O) according to DP within 2 hours after operation. The clinical data including general information, primary disease, chronic diseases, cardiopulmonary function, laboratory indicators, intraoperative condition, postoperative lactic acid (Lac) and ventilator parameters were collected. Primary outcomes included 28-day and 90-day survival, and secondary outcomes included occurrence of primary graft dysfunction (PGD), duration of extracorporeal membrane oxygenation (ECMO), duration of mechanical ventilation, weaning of mechanical ventilation, and length of ICU stay. The general data and observations between the two groups were compared. 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Compared with the low DP group, the patients in the high DP group had higher inspiratory pressure (Pinsp) and incidence of PGD with grade 3 at 24 hours after operation [Pinsp (cmH<sub>2</sub>O): 21.0±0.6 vs. 20.0±0.7, PGD with grade 3 at 24 hours: 60.6% (20/33) vs. 39.7% (27/68), both P < 0.05], longer duration of ECMO, duration of mechanical ventilation, and the length of ICU stay [duration of ECMO (hours): 37 (21, 109) vs. 22 (14, 43), duration of mechanical ventilation (days): 3.1 (1.8, 10.7) vs. 1.9 (1.1, 3.2), length of ICU stay (days): 6 (3, 13) vs. 4 (3, 5), all P < 0.05], and lower successful weaning rate of mechanical ventilation [81.8% (27/33) vs. 95.6% (65/68), P < 0.05). The 28-day and 90-day survival rates in the high DP group were significantly higher than those in the low DP group [28-day: 69.7% (23/33) vs. 86.8% (59/68), 90-day: 63.6% (21/33) vs. 83.8% (57/68), both P < 0.05]. Kaplan-Meier curve showed that the patients in the low DP group were weaned and extubated earlier than high DP group, and the cumulative situation of weaning was better (Log-Rank test: χ <sup>2</sup> = 14.054, P < 0.001), and the 90-day cumulative survival rate in the low DP group was significantly higher than that in the high DP group (Log-Rank test: χ <sup>2</sup> = 4.791, P = 0.029). ROC curve analysis showed that the area under ROC curve (AUC) of DP for predicting 90-day death was 0.664 [95% confidence internal (95%CI) was 0.540-0.787, P = 0.017], and the AUC for predicting failed weaning of mechanical ventilation was 0.794 (95%CI was 0.667-0.921, P = 0.004). Results of restricted cubic spline model analysis showed that the 90-day death risk continued to increase with the DP < 18 cmH<sub>2</sub>O; when DP≥18 cmH<sub>2</sub>O, elevated DP did not continue to increase the 90-day death risk, showing a plateau effect. Univariate analysis showed that DP was independent risk factors of 90-day death, and the death risk increased by 9.3% for every 1 cmH<sub>2</sub>O increase in DP [hazard ratio (HR) = 1.093, 95%CI was 1.007-1.186, P = 0.033].</p><p><strong>Conclusions: </strong>DP is an independent risk factor of death after lung transplantation, and early postoperative DP may be used as a predictor of failed weaning of mechanical ventilation and 90-day death after lung transplantation.</p>\",\"PeriodicalId\":24079,\"journal\":{\"name\":\"Zhonghua wei zhong bing ji jiu yi xue\",\"volume\":\"36 12\",\"pages\":\"1249-1255\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Zhonghua wei zhong bing ji jiu yi xue\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3760/cma.j.cn121430-20240407-00311\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Zhonghua wei zhong bing ji jiu yi xue","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3760/cma.j.cn121430-20240407-00311","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 0

摘要

目的:探讨肺移植术后驱动压力(DP)与预后的关系,进一步评价早期DP监测在肺移植中的价值。方法:采用观察性研究。收集2022年2月1日至2023年2月1日在无锡市人民医院重症监护病房(ICU)住院的肺移植术后患者。根据术后2 h内DP分为低DP组(DP≤15 cmH2O, 1 cmH2O≈0.098 kPa)和高DP组(DP > 15 cmH2O)。收集患者一般情况、原发疾病、慢性疾病、心肺功能、实验室指标、术中情况、术后乳酸(Lac)、呼吸机参数等临床资料。主要结局包括28天和90天的生存期,次要结局包括原发性移植物功能障碍(PGD)的发生、体外膜氧合(ECMO)持续时间、机械通气持续时间、机械通气脱机时间和ICU住院时间。比较两组一般资料及观察结果。采用Kaplan-Meier曲线分析机械通气情况及90天生存率。采用受试者操作特征曲线(Receiver operator characteristic curve, ROC)评价DP对机械通气脱机失败及90天死亡的预测能力。DP与90天死亡风险的剂量-反应关系采用限制三次样条模型确定。采用Cox比例风险模型进行单因素分析。结果:共纳入101例患者,其中低DP组68例(67.3%),高DP组33例(32.7%)。两组患者一般情况、慢性疾病、原发病、心肺功能、实验室指标、术中情况、术后Lac差异均无统计学意义。与低DP组相比,高DP组的患者有较高的吸气压力(Pinsp)和发病率PGD与三年级在术后24小时[Pinsp (cmH2O): 21.0±0.6和20.0±0.7,PGD在24小时内与三年级:60.6%(20/33)和39.7%(27/68),两个P < 0.05),长期的医学界,机械通气时间、ICU的长度保持(ECMO持续时间(小时):37(109)和22(43),机械通气时间(天):3.1(1.8, 10.7)比1.9 (1.1,3.2),ICU住院天数(天):6(3,13)比4(3,5),均P < 0.05],机械通气脱机成功率较低[81.8%(27/33)比95.6% (65/68),P < 0.05]。高DP组28天、90天生存率显著高于低DP组[28天:69.7%(23/33)比86.8%(59/68),90天:63.6%(21/33)比83.8% (57/68),P均< 0.05]。Kaplan-Meier曲线显示,低DP组患者较高DP组早断奶拔管,且累计脱机情况较好(Log-Rank检验:χ 2 = 14.054, P < 0.001),低DP组90天累计生存率显著高于高DP组(Log-Rank检验:χ 2 = 4.791, P = 0.029)。ROC曲线分析显示,预测90天死亡DP的ROC曲线下面积(AUC)为0.664[95%置信区间(95% ci)为0.540 ~ 0.787,P = 0.017],预测机械通气脱机失败的AUC为0.794 (95% ci为0.667 ~ 0.921,P = 0.004)。限制三次样条模型分析结果显示,当DP < 18 cmH2O时,90天死亡风险继续增加;当DP≥18 cmH2O时,DP升高并没有继续增加90天死亡风险,呈现平台效应。单因素分析显示,DP是90天死亡的独立危险因素,DP每升高1 cmH2O,死亡风险增加9.3%[危险比(HR) = 1.093, 95%CI为1.007 ~ 1.186,P = 0.033]。结论:DP是肺移植术后死亡的独立危险因素,术后早期DP可作为肺移植术后机械通气脱机失败和90天死亡的预测因素。
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[Analysis of the correlation between driving pressure and prognosis in lung transplant recipients based on restricted cubic spline model].

Objective: To investigate the correlation between postoperative driving pressure (DP) and the prognosis of lung transplantation, and to further evaluate the value of early DP monitoring in lung transplantation.

Methods: A observational study was conducted. The patients after lung transplantation who admitted to the intensive care unit (ICU) of Wuxi People's Hospital from February 1, 2022 to February 1, 2023 were collected. They were divided into low DP group (DP≤15 cmH2O, 1 cmH2O ≈ 0.098 kPa) and high DP group (DP > 15 cmH2O) according to DP within 2 hours after operation. The clinical data including general information, primary disease, chronic diseases, cardiopulmonary function, laboratory indicators, intraoperative condition, postoperative lactic acid (Lac) and ventilator parameters were collected. Primary outcomes included 28-day and 90-day survival, and secondary outcomes included occurrence of primary graft dysfunction (PGD), duration of extracorporeal membrane oxygenation (ECMO), duration of mechanical ventilation, weaning of mechanical ventilation, and length of ICU stay. The general data and observations between the two groups were compared. Kaplan-Meier curve analysis was conducted to analyze the situation of mechanical ventilation and 90-day survival. Receiver operator characteristic curve (ROC curve) was used to evaluate the predictive ability of DP for failed weaning of mechanical ventilation and 90-day death. The dose-response relationship between DP and 90-day death risk was determined by restricted cubic spline model. Univariate analysis was performed using Cox proportional hazards model.

Results: A total of 101 patients were enrolled, with 68 patients (67.3%) in the low DP group and 33 patients (32.7%) in the high DP group. No statistically significant difference in general information, chronic diseases, primary diseases, cardiopulmonary function, laboratory indicators, intraoperative conditions, and postoperative Lac between the two groups was found. Compared with the low DP group, the patients in the high DP group had higher inspiratory pressure (Pinsp) and incidence of PGD with grade 3 at 24 hours after operation [Pinsp (cmH2O): 21.0±0.6 vs. 20.0±0.7, PGD with grade 3 at 24 hours: 60.6% (20/33) vs. 39.7% (27/68), both P < 0.05], longer duration of ECMO, duration of mechanical ventilation, and the length of ICU stay [duration of ECMO (hours): 37 (21, 109) vs. 22 (14, 43), duration of mechanical ventilation (days): 3.1 (1.8, 10.7) vs. 1.9 (1.1, 3.2), length of ICU stay (days): 6 (3, 13) vs. 4 (3, 5), all P < 0.05], and lower successful weaning rate of mechanical ventilation [81.8% (27/33) vs. 95.6% (65/68), P < 0.05). The 28-day and 90-day survival rates in the high DP group were significantly higher than those in the low DP group [28-day: 69.7% (23/33) vs. 86.8% (59/68), 90-day: 63.6% (21/33) vs. 83.8% (57/68), both P < 0.05]. Kaplan-Meier curve showed that the patients in the low DP group were weaned and extubated earlier than high DP group, and the cumulative situation of weaning was better (Log-Rank test: χ 2 = 14.054, P < 0.001), and the 90-day cumulative survival rate in the low DP group was significantly higher than that in the high DP group (Log-Rank test: χ 2 = 4.791, P = 0.029). ROC curve analysis showed that the area under ROC curve (AUC) of DP for predicting 90-day death was 0.664 [95% confidence internal (95%CI) was 0.540-0.787, P = 0.017], and the AUC for predicting failed weaning of mechanical ventilation was 0.794 (95%CI was 0.667-0.921, P = 0.004). Results of restricted cubic spline model analysis showed that the 90-day death risk continued to increase with the DP < 18 cmH2O; when DP≥18 cmH2O, elevated DP did not continue to increase the 90-day death risk, showing a plateau effect. Univariate analysis showed that DP was independent risk factors of 90-day death, and the death risk increased by 9.3% for every 1 cmH2O increase in DP [hazard ratio (HR) = 1.093, 95%CI was 1.007-1.186, P = 0.033].

Conclusions: DP is an independent risk factor of death after lung transplantation, and early postoperative DP may be used as a predictor of failed weaning of mechanical ventilation and 90-day death after lung transplantation.

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Zhonghua wei zhong bing ji jiu yi xue
Zhonghua wei zhong bing ji jiu yi xue Medicine-Critical Care and Intensive Care Medicine
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