Xu Zhe, Li Zhuojie, Zhang Ruguo, Peng Guoxuan, Ge Jingzhong, Luo Shanpeng, Liu Chen, Zeng Ling, Deng Jin
Department of Emergency, The Affiliated Hospital of Guizhou Medical University, Guiyang, 550004, China.
Department of Orthopedics, Guihang Guiyang Hospital, Guiyang, 550025, China.
BMC Infect Dis. 2025 Apr 17;25(1):545. doi: 10.1186/s12879-025-10938-y.
Obesity has been shown to reduce short-term mortality in sepsis patients, but the main subgroups and its role in immune-related inflammatory status require further research. The aim of this study was to identify the primary beneficiaries of the sepsis-obesity paradox and to investigate the involvement of immune-inflammatory status.
In this study, we analyzed data from 6602 sepsis patients from the MIMIC-IV database. Body mass index (BMI) was divided into quartiles, and mortality rates were assessed for each interval. Logistic trend tests and subgroup and restricted cubic spline (RCS) analyses were performed. Blood biochemical indicators were compared across different BMI ranges and between survivors and non-survivors. The receiver operating characteristic (ROC) curve for 28-day mortality was also evaluated.
The 28-day mortality of sepsis patients followed a U-shaped pattern with increasing BMI. Trend analysis confirmed that BMI was a significant risk factor for 28-day mortality (p < 0.05). Subgroup analysis revealed an interactive effect of BMI on 28-day mortality in elderly (≥ 65 years old), male, and non-septic shock individuals (p < 0.05). A higher BMI was associated with an increased lymphocyte proportion and decreased neutrophil proportion, neutrophil-to-lymphocyte ratio (NLR), and systemic immune-inflammation index (SII) (p < 0.05). Compared with survivors, non-survivors had lower lymphocyte proportions and higher neutrophil proportions, NLRs, and SIIs. ROC analysis revealed that the lymphocyte and neutrophil proportions, NLR, and SII had predictive value for 28-day mortality. Subgroup and RCS analyses revealed that increased BMI was associated with reduced 28-day mortality in sepsis patients, mainly in elderly, male, and septic shock individuals, with protective BMIs ranging from 27.8 ~ 41.7 kg/cm, 28.4 ~ 37.7 kg/cm, and > 28.6 kg/cm, respectively.
The sepsis-obesity paradox significantly affects elderly (≥ 65 years old), male, and non-septic shock individuals, displaying a U-shaped pattern for 28-day mortality. BMI may mediate this phenomenon by influencing the body's immune-inflammatory status.
肥胖已被证明可降低脓毒症患者的短期死亡率,但主要亚组及其在免疫相关炎症状态中的作用仍需进一步研究。本研究的目的是确定脓毒症-肥胖悖论的主要受益者,并调查免疫炎症状态的参与情况。
在本研究中,我们分析了来自MIMIC-IV数据库的6602例脓毒症患者的数据。将体重指数(BMI)分为四分位数,并评估每个区间的死亡率。进行逻辑趋势检验以及亚组和受限立方样条(RCS)分析。比较不同BMI范围以及幸存者和非幸存者之间的血液生化指标。还评估了28天死亡率的受试者工作特征(ROC)曲线。
脓毒症患者的28天死亡率随BMI增加呈U形模式。趋势分析证实BMI是28天死亡率的显著危险因素(p < 0.05)。亚组分析显示BMI对老年(≥65岁)、男性和非感染性休克个体的28天死亡率有交互作用(p < 0.05)。较高的BMI与淋巴细胞比例增加、中性粒细胞比例、中性粒细胞与淋巴细胞比值(NLR)和全身免疫炎症指数(SII)降低相关(p < 0.05)。与幸存者相比,非幸存者的淋巴细胞比例较低,中性粒细胞比例、NLR和SII较高。ROC分析显示淋巴细胞和中性粒细胞比例、NLR和SII对28天死亡率有预测价值。亚组和RCS分析显示,BMI增加与脓毒症患者28天死亡率降低相关,主要在老年、男性和感染性休克个体中,保护性BMI分别为27.8至41.7kg/cm、28.4至37.7kg/cm和>28.6kg/cm。
脓毒症-肥胖悖论显著影响老年(≥65岁)、男性和非感染性休克个体表现出28天死亡率的U形模式。BMI可能通过影响机体的免疫炎症状态来介导这一现象。