Sun Rongqing, Chao Ke, Yang Hongfu
Department of Surgical Intensive Care Unit, the First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, Henan, China. Corresponding author: Sun Rongqing, Email:
Zhonghua Wei Zhong Bing Ji Jiu Yi Xue. 2018 Feb;30(2):123-127. doi: 10.3760/cma.j.issn.2095-4352.2018.02.006.
To compare the impact of mean lactate concentration and lactate variability on postoperative outcome after cardiac surgery and non-cardiac surgery in critical patients, and to explore the prognostic value of the first lactate and the highest lactate during the first 24 hours in intensive care unit (ICU).
A retrospective study was conducted. The postoperative patients of cardiac surgery and non-cardiac surgery who were transferred to ICU immediately, and who were at least 18 years old and whose ICU lengths of stay were at least 1 day, and who were admitted to ICU of the First Affiliated Hospital of Zhengzhou University from September 2014 to September 2016 were enrolled. According to the mean lactate concentration, the patients were divided into normal lactate group (0-2 mmol/L), relatively high lactate group (2-4 mmol/L), and absolute high lactate group (> 4 mmol/L), and the relationship between the mean lactate concentration and the prognosis of patients was analyzed. According to the degree of lactate variability, the patients were divided into four groups, and multivariate regression models were used to assess the risk of death in three different lactate variability groups. The value of the first lactate value and the highest lactate value during the first 24 hours in ICU were evaluated to predict the prognosis by the receiver operating characteristic (ROC) curve.
268 postoperative patients of cardiac surgery and 281 cases of non-cardiac surgery were selected, and the characteristic of the baseline data in the two groups was balanced. (1) Mean lactate concentration and mortality in ICU: in the normal lactate group (0-2 mmol/L), there was no significant difference in mortality between the post-cardiac operative group and post-non-cardiac operative group [7.9% (14/177) vs. 6.5% (14/217), odds ratio (OR) = 1.245, P = 0.694]. In the relatively high lactate group (2-4 mmol/L), there was no significant difference between the two groups, either [33.3% (12/36) vs. 23.7% (9/38), OR = 1.611, P = 0.442]. In the absolute high lactate group (> 4 mmol/L), ICU mortality in post-non-cardiac operative group was obviously higher than that of post-cardiac operative group [69.2% (18/26) vs. 43.6% (24/55), OR = 0.344, P = 0.036]. (2) The ranges of lactate variability per quartile (mmol×L×d) and ICU mortality risk: there was a linear relationship between lactate variability and ICU mortality in post-non-cardiac operative group, < 0.50 (reference), 0.50-0.85 (OR = 1.17, P = 0.87), 0.85-1.44 (OR = 4.86, P = 0.04), > 1.44 (OR = 22.66, P < 0.01) , and there was a significant difference between the two groups in the high degree of variability (0.85-1.44 and > 1.44). The risk of death after cardiac surgery tended to increase, < 0.55 (reference), 0.55-1.25 (OR = 0.61, P = 0.61), 1.25-2.43 (OR = 3.46, P = 0.10), > 2.43 (OR = 12.14, P < 0.01), and the risk of death only showed difference in the highest degree of variation (> 2.43). (3) ROC curve showed that the area under ROC curves (AUC) of the highest lactate in 24 hours were larger than that of the first lactate in both groups, with higher sensitivity and specificity. In the post-cardiac operative group and post-non-cardiac operative group, the AUC of the highest lactate in the first 24 hours were 0.877 and 0.875, the cut-off values were 5.35 mmol/L and 5.65 mmol/L, the sensitivity were 81.4% and 67.9%, and the specificity were 93.8% and 96.1%, respectively.
Patients with post-non-cardiac operation should be more active in controlling hyperlactatemia and lactate variability. The highest lactate in the first 24 hours maybe one of the indicator for the assessment of the prognosis of the postoperative patients.
比较危重症患者心脏手术和非心脏手术后平均乳酸浓度和乳酸变异性对术后结局的影响,并探讨重症监护病房(ICU)24小时内首次乳酸值和最高乳酸值的预后价值。
进行一项回顾性研究。纳入2014年9月至2016年9月间立即转入郑州大学第一附属医院ICU、年龄≥18岁、ICU住院时间≥1天的心脏手术和非心脏手术后患者。根据平均乳酸浓度将患者分为正常乳酸组(0 - 2 mmol/L)、相对高乳酸组(2 - 4 mmol/L)和绝对高乳酸组(>4 mmol/L),分析平均乳酸浓度与患者预后的关系。根据乳酸变异性程度将患者分为四组,采用多因素回归模型评估三个不同乳酸变异性组的死亡风险。通过受试者工作特征(ROC)曲线评估ICU 24小时内首次乳酸值和最高乳酸值预测预后的价值。
选取心脏手术后患者268例和非心脏手术后患者281例,两组基线数据特征均衡。(1)ICU平均乳酸浓度与死亡率:正常乳酸组(0 - 2 mmol/L)中,心脏手术后组与非心脏手术后组死亡率无显著差异[7.9%(14/177)对6.5%(14/217),比值比(OR) = 1.245,P = 0.694]。相对高乳酸组(2 - 4 mmol/L)中,两组间也无显著差异[33.3%(12/36)对23.7%(9/38),OR = 1.611, P = 0.442]。绝对高乳酸组(>4 mmol/L)中,非心脏手术后组的ICU死亡率明显高于心脏手术后组[69.2%(18/26)对43.6%(24/55),OR = 0.344,P = 0.036]。(2)每四分位数乳酸变异性范围(mmol×L×d)与ICU死亡风险:非心脏手术后组乳酸变异性与ICU死亡率呈线性关系,<0.50(参照),0.50 - 0.85(OR = 1.17, P = 0.87),0.85 - 1.44(OR = 4.86, P = 0.04),>1.44(OR = 22.66, P < 0.01),高度变异性组(0.85 - 1.44和>1.44)两组间有显著差异。心脏手术后死亡风险呈上升趋势,<0.55(参照),0.55 - 1.25(OR = 0.61, P = 0.61),1.25 - 2.43(OR = 3.46, P = 0.10),>2.43(OR = 12.14, P < 0.01),仅在最高变异程度组(>2.43)死亡风险有差异。(3)ROC曲线显示,两组24小时内最高乳酸的ROC曲线下面积(AUC)均大于首次乳酸,敏感性和特异性更高。心脏手术后组和非心脏手术后组24小时内最高乳酸的AUC分别为0.877和0.875,截断值分别为5.35 mmol/L和5.65 mmol/L,敏感性分别为81.4%和67.9%,特异性分别为93.8%和96.1%。
非心脏手术后患者应更积极地控制高乳酸血症和乳酸变异性。24小时内最高乳酸可能是评估术后患者预后的指标之一。