Shi-Tao Huang, Kai-Hua Yu, Xiong-Bin Ma, Yi-Bo Sun, Zhong-Ya Huang, Di Chen, Hong-Lei Li, Li-Ping Liu
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Kaplan-Meier analysis estimated GI events incidence across trajectory groups, and Cox regression models assessed independent risk associations, adjusting for clinical confounders. We evaluated and compared the model in order to enhance its robustness.</p><p><strong>Results: </strong>A total of 1,344 ARDS patients were included, with four trajectory groups identified. Patients in Group 1 (low PEEP, moderate VT, lower frequency spontaneous breathing) exhibited the highest GI risk, while Group 2 (high PEEP, low tidal volume, controlled spontaneous breathing) had the lowest risk (HR: 0.606, 95% CI: 0.418-0.879, P = 0.008). Kaplan-Meier curves revealed a consistent pattern with Group 1 showing the highest cumulative incidence of GI events. Aspirin use, heparin therapy, renal replacement therapy, and APACHE II score were identified as independent factors for GI events. Subgroup analysis did not show intergroup differences. Sensitivity analyses confirmed model robustness.</p><p><strong>Conclusions: </strong>Ventilation parameter trajectories are associated with GI injury risk in ARDS patients. 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引用次数: 0
摘要
背景:机械通气在急性呼吸窘迫综合征(ARDS)的治疗中至关重要,但与胃肠道损伤(GI)等并发症相关。本研究探讨ARDS患者早期机械通气参数轨迹与胃肠道事件发生的关系。方法:使用MIMIC-IV数据库进行回顾性队列研究,采用基于组的轨迹模型(GBTM)识别ARDS患者早期机械通气过程中的轨迹模式。Kaplan-Meier分析估计了各轨迹组的GI事件发生率,Cox回归模型评估了独立风险关联,调整了临床混杂因素。为了增强模型的鲁棒性,我们对模型进行了评价和比较。结果:共纳入1344例ARDS患者,分为4组。1组(低PEEP、中度VT、低频率自主呼吸)患者的GI风险最高,2组(高PEEP、低潮气量、控制自主呼吸)患者的GI风险最低(HR: 0.606, 95% CI: 0.418-0.879, P = 0.008)。Kaplan-Meier曲线显示了与第一组一致的模式,显示了最高的胃肠道事件累积发生率。阿司匹林使用、肝素治疗、肾脏替代治疗和APACHE II评分被确定为GI事件的独立因素。亚组分析未显示组间差异。敏感性分析证实了模型的稳健性。结论:通气参数轨迹与ARDS患者胃肠道损伤风险相关。优化PEEP水平和自主呼吸的策略可以减轻这种风险,支持个性化通气方法的需求。
Trajectory-based analysis of early mechanical ventilation PEEP levels and physiological parameter trajectories in ARDS patients and their association with the occurrence of gastrointestinal injury events.
Background: Mechanical ventilation is crucial in the treatment of acute respiratory distress syndrome (ARDS), but is associated with complications, including gastrointestinal injury (GI). This study investigates the association between early mechanical ventilation parameter trajectories and the occurrence of GI events in ARDS patients.
Methods: A retrospective cohort study using the MIMIC-IV database employed group-based trajectory modeling (GBTM) to identify trajectory patterns during early mechanical ventilation in ARDS patients. Kaplan-Meier analysis estimated GI events incidence across trajectory groups, and Cox regression models assessed independent risk associations, adjusting for clinical confounders. We evaluated and compared the model in order to enhance its robustness.
Results: A total of 1,344 ARDS patients were included, with four trajectory groups identified. Patients in Group 1 (low PEEP, moderate VT, lower frequency spontaneous breathing) exhibited the highest GI risk, while Group 2 (high PEEP, low tidal volume, controlled spontaneous breathing) had the lowest risk (HR: 0.606, 95% CI: 0.418-0.879, P = 0.008). Kaplan-Meier curves revealed a consistent pattern with Group 1 showing the highest cumulative incidence of GI events. Aspirin use, heparin therapy, renal replacement therapy, and APACHE II score were identified as independent factors for GI events. Subgroup analysis did not show intergroup differences. Sensitivity analyses confirmed model robustness.
Conclusions: Ventilation parameter trajectories are associated with GI injury risk in ARDS patients. Strategies optimizing PEEP levels and spontaneous breathing may mitigate this risk, supporting the need for individualized ventilation approaches.
期刊介绍:
BMC Pulmonary Medicine is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of pulmonary and associated disorders, as well as related molecular genetics, pathophysiology, and epidemiology.