MIMIC数据库中多发性骨髓瘤患者ICU内血清阴离子间隙与死亡率的关系:一项回顾性队列研究。

Relationship between serum anion gap and mortality in ICU in multiple myeloma patients in the MIMIC database: A retrospective cohort study.

作者信息

Wang Qianhui, Hu Pengyu, Cong Haibo

机构信息

The First Clinical Medical College of Shandong University of Traditional Chinese Medicine, Jinan, China.

Limin Hospital of Weihai High District, Weihai, China.

出版信息

PLoS One. 2025 Jul 10;20(7):e0328014. doi: 10.1371/journal.pone.0328014. eCollection 2025.

Abstract

BACKGROUND

Serum anion gap has diagnostic value in patients with multiple myeloma, but its association with ICU mortality and threshold value remain unclear.

METHODS

Multiple myeloma patients meeting criteria were selected from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. The exposure factor was serum anion gap, and the outcome was ICU in-hospital mortality. Multivariable-adjusted Cox regression, curve fitting, and forest plots were used to evaluate the relationship between anion gap and ICU mortality in multiple myeloma patients.

RESULTS

A total of 323 eligible subjects were included (206 males [63.8%], 117 females [36.2%]). Multivariable Cox regression showed that each 1-unit increase in AG was associated with a 7% increased mortality risk (HR = 1.07, 95%CI = 1.01-1.14, P = 0.032). Curve fitting revealed a nonlinear relationship between anion gap and ICU mortality (nonlinear P = 0.038), with the lowest risk at 15.29 mmol/L. Incorporating AG into traditional risk factor models improved mortality prediction (P = 0.038).

CONCLUSION

Serum anion gap exhibits a nonlinear relationship with ICU mortality in multiple myeloma patients, with the lowest risk observed at approximately 15.29 mmol/L.

摘要

背景

血清阴离子间隙在多发性骨髓瘤患者中具有诊断价值,但其与重症监护病房(ICU)死亡率的关联及阈值仍不清楚。

方法

从重症监护医学信息集市IV(MIMIC-IV)数据库中选取符合标准的多发性骨髓瘤患者。暴露因素为血清阴离子间隙,结局为ICU住院死亡率。采用多变量调整的Cox回归、曲线拟合和森林图来评估阴离子间隙与多发性骨髓瘤患者ICU死亡率之间的关系。

结果

共纳入323例符合条件的受试者(206例男性[63.8%],117例女性[36.2%])。多变量Cox回归显示,AG每增加1个单位,死亡风险增加7%(HR = 1.07,95%CI = 1.01 - 1.14,P = 0.032)。曲线拟合显示阴离子间隙与ICU死亡率之间存在非线性关系(非线性P = 0.038),在15.29 mmol/L时风险最低。将AG纳入传统风险因素模型可改善死亡率预测(P = 0.038)。

结论

血清阴离子间隙与多发性骨髓瘤患者的ICU死亡率呈非线性关系,在约15.29 mmol/L时观察到最低风险。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0633/12244481/8d973b4e1c06/pone.0328014.g001.jpg

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