Chi Hang, Wang Hongliang, Li Qingshu, Lian Zhiyuan, Zhang Canxiu, Zhang Shuhu, Hu Dan
Second Department of Intensive Care Unit, Affiliated Qingdao Municipal Hospital of Qingdao University, Qingdao 266071, Shandong, China. Corresponding author: Hu Dan, Email:
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2023 May;35(5):458-462. doi: 10.3760/cma.j.cn121430-20221104-00966.
To explore the predictive value of serum sodium variability within 72 hours, lactic acid (Lac), sequential organ failure assessment (SOFA) and acute physiology and chronic health evaluation II (APACHE II) in predicting the 28-day prognosis of sepsis patients.
The clinical data of patients with sepsis admitted to the department of intensive care unit (ICU) of the Affiliated Qingdao Municipal Hospital of Qingdao University from December 2020 to December 2021 were retrospectively analyzed, including age, gender, previous medical history, temperature, heart rate, respiratory rate, systolic pressure, diastolic pressure, white blood cell count (WBC), hemoglobin (Hb), platelet count (PLT), C-reactive protein (CRP), pH value, arterial partial pressure of oxygen (PaO), arterial partial pressure of carbon dioxide (PaCO), Lac, prothrombin time (PT), activated partial thromboplastin time (APTT), serum creatinine (SCr), total bilirubin (TBil), albumin (Alb), SOFA, APACHE II score, and 28-day prognosis. Multivariate Logistic regression was used to analyze the risk factors of death in sepsis patients. Receiver operator characteristic curve (ROC curve) was used to analyze the predictive value of serum sodium variability within 72 hours, Lac, SOFA, APACHE II alone and in combination on the prognosis of patients with sepsis.
A total of 135 patients with sepsis were included, 73 survived and 62 died at 28 days, with 28-day mortality of 45.93%. (1) Compared with the survival group, SOFA, APACHE II, Lac and serum sodium variability within 72 hours in the death group were significantly higher [SOFA: 10.00 (8.00, 12.00) vs. 6.00 (5.00, 8.00), APACHE II: 18.00 (16.00, 21.25) vs. 13.00 (11.00, 15.00), Lac (mmol/L): 3.55 (2.90, 4.60) vs. 2.00 (1.30, 2.80), serum sodium variability within 72 hours: 3.4% (2.6%, 4.2%) vs. 1.4% (1.1%, 2.5%)], the differences were statistically significant (all P < 0.01). (2) Multivariate Logistic regression showed that SOFA, APACHE II, Lac, serum sodium variability within 72 hours were independent risk factors of prognosis in patients with sepsis [SOFA: odds ratio (OR) = 1.479, 95% confidence interval (95%CI) was 1.114-1.963, P = 0.007; APACHE II: OR = 1.163, 95%CI was 1.009-1.340, P = 0.037; Lac: OR = 1.387, 95%CI was 1.014-1.896, P = 0.040; serum sodium variability within 72 hours: OR = 1.634, 95%CI was 1.102-2.423, P = 0.015]. (3) ROC curve analysis showed that SOFA, APACHE II, Lac and serum sodium variability within 72 hours had certain predictive value for the prognosis of sepsis patients [SOFA: the area under the ROC curve (AUC) = 0.858, 95%CI was 0.795-0.920, P = 0.000; APACHE II: AUC = 0.845, 95%CI was 0.776-0.913, P = 0.000; Lac: AUC = 0.840, 95%CI was 0.770-0.909, P = 0.000; serum sodium variability within 72 hours: AUC = 0.842, 95%CI was 0.774-0.910, P = 0.000]. The combined predictive value of the four indicators (AUC = 0.917, 95%CI was 0.870-0.965, P = 0.000) was higher than that of any single indicator, and has higher specificity (79.5%) and sensitivity (93.5%), indicating that the combined index has higher predictive value for the prognosis of sepsis patients than any single index.
SOFA, APACHE II, Lac, serum sodium variability within 72 hours are independent risk factors for 28-day death in patients with sepsis. The combination of SOFA score, APACHE II score, Lac and serum sodium variability within 72 hours has higher predictive value for prognosis than single index.
探讨72小时内血清钠变异性、乳酸(Lac)、序贯器官衰竭评估(SOFA)及急性生理与慢性健康状况评分系统II(APACHE II)对脓毒症患者28天预后的预测价值。
回顾性分析2020年12月至2021年12月青岛大学附属青岛市市立医院重症医学科(ICU)收治的脓毒症患者的临床资料,包括年龄、性别、既往病史、体温、心率、呼吸频率、收缩压、舒张压、白细胞计数(WBC)、血红蛋白(Hb)、血小板计数(PLT)、C反应蛋白(CRP)、pH值、动脉血氧分压(PaO)、动脉血二氧化碳分压(PaCO)、Lac、凝血酶原时间(PT)、活化部分凝血活酶时间(APTT)、血清肌酐(SCr)、总胆红素(TBil)、白蛋白(Alb)、SOFA、APACHE II评分及28天预后。采用多因素Logistic回归分析脓毒症患者死亡的危险因素。采用受试者工作特征曲线(ROC曲线)分析72小时内血清钠变异性、Lac、SOFA、APACHE II单独及联合应用对脓毒症患者预后的预测价值。
共纳入135例脓毒症患者,28天时73例存活,62例死亡,28天死亡率为45.93%。(1)与存活组比较,死亡组的SOFA、APACHE II、Lac及72小时内血清钠变异性明显更高[SOFA:10.00(8.00,12.00)比6.00(5.00,8.00),APACHE II:18.00(16.00,21.25)比13.00(11.00,15.00),Lac(mmol/L):3.55(2.90,4.60)比2.00(1.30,2.80),72小时内血清钠变异性:3.4%(2.6%,4.2%)比1.4%(1.1%,2.5%)],差异均有统计学意义(均P<0.01)。(2)多因素Logistic回归显示,SOFA、APACHE II评分、Lac、72小时内血清钠变异性是脓毒症患者预后的独立危险因素[SOFA:比值比(OR)=1.479,95%置信区间(95%CI)为1.114-1.963,P=0.007;APACHE II:OR=1.163,95%CI为1.009-1.340,P=0.037;Lac:OR=1.387,95%CI为1.014-1.896,P=0.040;72小时内血清钠变异性:OR=1.634,95%CI为1.102-2.423,P=0.015]。(3)ROC曲线分析显示,SOFA、APACHE II评分、Lac及72小时内血清钠变异性对脓毒症患者预后有一定预测价值[SOFA:ROC曲线下面积(AUC)=0.858,95%CI为0.795-0.920,P=0.000;APACHE II:AUC=0.845,95%CI为0.776-0.913,P=0.000;Lac:AUC=0.840,95%CI为0.770-0.909,P=0.000;72小时内血清钠变异性:AUC=0.842,95%CI为0.774-0.910,P=0.000]。四项指标联合预测价值(AUC=0.917,95%CI为0.870-0.965,P=0.000)高于任何单一指标,且具有较高的特异性(79.5%)和敏感性(93.5%),表明联合指标对脓毒症患者预后的预测价值高于任何单一指标。
SOFA、APACHE II评分、Lac、72小时内血清钠变异性是脓毒症患者28天死亡的独立危险因素。SOFA评分、APACHE II评分、Lac及72小时内血清钠变异性联合应用对预后的预测价值高于单一指标。