早期血浆晶体渗透压预测体外膜肺氧合患者预后的价值

Value of early plasma crystal osmotic pressure in predicting the prognosis of patients with extracorporeal membrane oxygenation

  • 摘要:
    目的 分析早期血浆晶体渗透压与体外膜肺氧合(ECMO)患者临床特征的关系, 探究其对预后的预测价值。
    方法 选取行ECMO支持治疗的患者作为研究对象,根据28 d生存情况将患者分为存活组和死亡组。比较2组患者的临床资料。采用多因素Logistics回归分析筛选影响患者预后的因素,并分析早期血浆晶体渗透压作为连续变量、二分类变量及五分类变量与患者预后的独立相关性。采用局部加权回归散点平滑(LOWESS)法分析早期血浆晶体渗透压与患者病死率的关联。采用受试者工作特征(ROC)曲线分析其对患者死亡风险的预测价值,并根据获得的最佳截断值将患者分为2组。采用Kaplan-Meier法绘制生存曲线,比较2组患者的生存率。
    结果 共纳入142例患者,其中生存组70例,死亡组72例。死亡组连续肾脏替代治疗、血钠、血钾、早期血浆晶体渗透压、丙氨酸氨基转移酶(ALT)、天门冬氨酸氨基转移酶(AST)、降钙素原(PCT)、D二聚体高于存活组, ECMO上机持续时间短于存活组,差异有统计学意义(P < 0.05)。多因素Logistics回归分析结果显示,血钾、早期血浆晶体渗透压、ALT升高是ECMO患者死亡的危险因素(P < 0.05)。早期血浆晶体渗透压与患者预后存在独立相关性(P趋势 < 0.001), 与患者病死率间存在一定的非线性关系。早期血浆晶体渗透压预测ECMO患者死亡的ROC曲线的曲线下面积为0.680(0.592~0.768, P < 0.001), 灵敏度为0.542, 特异度为0.800, 最佳截断值为313.46 mmol/L, ≤313.46 mmol/L组生存率高于>313.46 mmol/L组(P < 0.001)。
    结论 早期血浆晶体渗透压受到ECMO患者血钠、血钾、ALT的影响,其预测患者预后的区分度较高。

     

    Abstract:
    Objective To analyze the relationship between early plasma crystal osmotic pressure and clinical characteristics in patients undergoing extracorporeal membrane oxygenation (ECMO), and to explore its predictive value for prognosis.
    Methods Patients receiving ECMO support therapy were selected as the study subjects and divided into survival group and death group based on their 28-day survival status. Clinical data of the two groups were compared. Multivariate logistic regression analysis was employed to identify factors influencing patient prognosis and to analyze the independent correlations of early plasma crystal osmotic pressure, as a continuous, binary, and quintile variable, with patient prognosis. The locally weighted scatterplot smoothing (LOWESS) method was used to analyze the association between early plasma crystal osmotic pressure and patient mortality. The predictive value of early plasma crystal osmotic pressure for patient mortality risk was assessed using the receiver operating characteristic (ROC) curve, and patients were subsequently divided into two groups based on the optimal cutoff value obtained. The Kaplan-Meier method was utilized to plot survival curves and compare survivalrates between the two groups.
    Results A total of 142 patients were included, with 70 in the survival group and 72 in the death group. The death group exhibited higher levels of continuous renal replacement therapy, serum sodium, serum potassium, early plasma crystal osmotic pressure, alanineaminotransferase (ALT), aspartate aminotransferase (AST), procalcitonin (PCT) and D-dimer compared to the survival group, while the duration of ECMO support was shorter in the death group, these differences were statistically significant (P < 0.05). Multivariate logistic regression analysis revealed that elevated serum potassium, early plasma crystal osmotic pressure and ALT were risk factors for mortality in ECMO patients (P < 0.05). Early plasma crystal osmotic pressure demonstrated an independent correlation with patient prognosis (Pfor trend < 0.001) and exhibited a certain nonlinear relationship withpatient mortality. The area under the ROC curve for early plasma crystal osmotic pressure in predicting mortality in ECMO patients was 0.680 (0.592 to 0.768, P < 0.001), with a sensitivity of 0.542, a specificity of 0.800, and an optimal cutoff value of 313.46 mmol/L. The survival rate of the group ≤313.46 mmol/L was higher than that of the group >313.46 mmol/L (P < 0.001).
    Conclusion Early plasma crystal osmotic pressure is influenced by serum sodium, serum potassium, and ALT in ECMO patients and exhibits a relatively high discriminative ability in predicting patient prognosis.

     

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