Prognostic Analysis of ICU Patients with Chronic Obstructive Pulmonary Disease Based on Blood Phosphate Dynamics: A Retrospective Cohort Study from the MIMIC-IV Database.

IF 4.1 3区 医学 Q2 RESPIRATORY SYSTEM
Pei Zhou, Chengcheng Liu, Xiaoqin Ju, Du Fan
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Abstract

Purpose: While the relationship between serum phosphorus concentrations and the prognosis of chronic obstructive pulmonary disease (COPD) has been previously investigated, the prognostic significance of dynamic serum phosphorus fluctuations in patients with COPD admitted to intensive care units (ICUs) remains poorly understood. This study aimed to evaluate the association between longitudinal serum phosphorus trajectories during the early ICU stay and 28-day all-cause mortality, and to explore their potential utility as a prognostic indicator.

Methods: This retrospective cohort analysis utilized data from COPD patients registered in the Medical Information Mart for Intensive Care IV database (MIMIC-IV, v3.0). Group-based trajectory modeling (GBTM) was applied to delineate distinct serum phosphorus trajectories over the first seven days following ICU admission. The relationship between these trajectory groups and all-cause mortality was examined using Kaplan-Meier survival curves and multivariable Cox proportional hazards regression. Subgroup analyses were performed to verify the robustness of this association across different patient subgroups.

Results: A total of 3627 ICU-admitted patients with COPD were enrolled. GBTM distinguished two distinct longitudinal patterns: a high-phosphate trajectory (mean phosphate range: approximately 5.0-6.5 mg/dL; n = 320, 8.8%) and a low/normal-phosphate trajectory (mean phosphate range: approximately 3.2-3.8 mg/dL; n = 3307, 91.2%). Patients in the high-phosphate group exhibited markedly lower 28-day cumulative survival. Multivariable Cox regression confirmed that this trajectory was independently associated with elevated 28-day mortality risk. Furthermore, the trajectory-based model demonstrated superior predictive performance compared with single-time-point phosphate measurements.

Conclusion: Longitudinal trends in serum phosphate levels serve as a significant and independent risk factor for short-term mortality in critically ill patients with COPD.

基于血磷酸盐动态的ICU慢性阻塞性肺疾病患者预后分析:来自MIMIC-IV数据库的回顾性队列研究
目的:虽然之前已经研究了血清磷浓度与慢性阻塞性肺疾病(COPD)预后之间的关系,但对入住重症监护病房(icu)的COPD患者血清磷动态波动的预后意义仍知之甚少。本研究旨在评估ICU早期住院期间纵向血清磷轨迹与28天全因死亡率之间的关系,并探讨其作为预后指标的潜在效用。方法:本回顾性队列分析利用重症监护医学信息市场IV数据库(MIMIC-IV, v3.0)中登记的COPD患者数据。采用基于组的轨迹模型(GBTM)来描绘ICU入院后7天内不同的血清磷轨迹。使用Kaplan-Meier生存曲线和多变量Cox比例风险回归检验这些轨迹组与全因死亡率之间的关系。进行亚组分析以验证这种关联在不同患者亚组中的稳健性。结果:共纳入3627例icu住院COPD患者。GBTM区分出两种不同的纵向模式:高磷酸盐轨迹(平均磷酸盐范围:约5.0-6.5 mg/dL; n = 320, 8.8%)和低/正常磷酸盐轨迹(平均磷酸盐范围:约3.2-3.8 mg/dL; n = 3307, 91.2%)。高磷酸盐组患者28天累积生存期明显较低。多变量Cox回归证实,该轨迹与28天死亡风险升高独立相关。此外,与单时间点磷酸盐测量相比,基于轨迹的模型显示出更好的预测性能。结论:血清磷酸盐水平的纵向变化趋势是COPD危重患者短期死亡的重要独立危险因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.80
自引率
10.70%
发文量
372
审稿时长
16 weeks
期刊介绍: An international, peer-reviewed journal of therapeutics and pharmacology focusing on concise rapid reporting of clinical studies and reviews in COPD. Special focus will be given to the pathophysiological processes underlying the disease, intervention programs, patient focused education, and self management protocols. This journal is directed at specialists and healthcare professionals
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