Association between lactate-to-albumin ratio and prognosis of patients with sepsis:a retrospective analysis based on Medical Information Mart for Intensive Care-Ⅳ
10.3969/j.issn.1008-9691.2025.01.005
- VernacularTitle:乳酸/白蛋白比值与脓毒症患者预后的关系
- Author:
Tianyun ZHOU
1
;
Yanfei SHEN
1
;
Guolong CAI
1
;
Huihui ZHANG
1
;
Qianghong XU
1
Author Information
1. 浙江医院重症医学科,浙江 杭州 310013
- Publication Type:Journal Article
- Keywords:
Sepsis;
Lactate-to-albumin ratio;
Prognosis
- From:
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care
2025;32(1):25-30
- CountryChina
- Language:Chinese
-
Abstract:
Objective To analysis the relationship between the lactate-to-albumin ratio(LAR)and the 28-day prognosis in patients with sepsis.Methods Based on the Medical Information Mart for Intensive Care-Ⅳ(MIMIC-Ⅳ)database,patients with sepsis aged≥18 years were selected.Patients were divided into survival and death groups according to their 28-day prognosis.The LAR was divided into quartiles:Q1(LAR<0.45),Q2(0.45≤LAR<0.70),Q3(0.70≤LAR<1.18),and Q4(LAR≥1.18);and into two groups based on the median LAR:low LAR group(LAR≤0.70)and high LAR group(LAR>0.70).Demographic characteristics,comorbidities,laboratory indicators,clinical treatments,and disease severity scores of patients were extracted.LAR was included as a continuous variable and a four-category variable in multiple Logistic regression models,with trend tests performed.Subgroup analyses were conducted based on gender,age,comorbidities,and sequential organ failure assessment(SOFA)score.Receiver operator characteristic curve(ROC curves)were plotted to analyze the predictive efficacy of lactate,albumin(Alb),LAR and SOFA score for the prognosis of sepsis patients.Kaplan-Meier survival curves were plotted to compare the difference of 28-day cumulative survival rates of sepsis patients in the high and low LAR groups.Results A total of 9 169 patients with sepsis were included,with 6 799 in the survival group and 2 370 in the death group.Compared with the survival group,the death group had older age[years:70.80(58.64,82.25)vs.65.07(53.56,76.92)],higher levels of potassium,creatinine,blood urea nitrogen(BUN),white blood cell count(WBC),lactate,LAR,SOFA score,simplified acute physiology scoreⅡ(SAPSⅡ),and higher proportions of chronic obstructive pulmonary disease(COPD),heart failure,use of vasopressors within 48 hours,and continuous renal replacement therapy(CRRT)[potassium(mmol/L):5.0(4.5,5.7)vs.4.8(4.4,5.4),creatinine(μmol/L):132.60(88.40,212.16)vs.97.24(70.72,159.12),BUN(mmol/L):11.42(7.14,18.56)vs.7.85(5.25,13.57),WBC(×109/L):13.1(8.7,19.1)vs.11.4(7.6,16.4),lactate(mmol/L):2.9(1.8,5.1)vs.2.0(1.4,3.1),LAR:1.03(0.63,1.88)vs.0.62(0.42,0.98),SOFA score:9(6,12)vs.6(4,8),SAPSⅡscore:52(42,64)vs.38(30,47),COPD:8.19%(194/2 370)vs.6.57%(447/6 799),heart failure:29.96%(710/2 370)vs.26.31%(1 789/6 799),use of vasopressors within 48 hours:62.19%(1 474/2 370)vs.37.56%(2 554/6 799),CRRT:19.45%(461/2 370)vs.9.56%(650/6 799),all P<0.05],while lower levels of body weight,chloride,calcium,hemoglobin(Hb),platelet count(PLT),Alb and lower proportions of hypertension were observed in the death group[body weight(kg):75.8(63.6,92.3)vs.78.7(66.5,95.0),chloride(mmol/L):104(98,109)vs.104(100,108),calcium(mmol/L):1.07(1.00,1.15)vs.1.09(1.03,1.15),Hb(g/L):103(87,120)vs.105(90,121),PLT(×109/L):173(104,246)vs.174(118,243),Alb(g/L):29(24,34)vs.33(28,37),hypertension:35.36%(838/2 370)vs.38.34%(2 607/6 799),all P<0.05].In the Logistic regression model adjusted for all confounding factors,the odds ratio(OR)and 95%confidence interval(95%CI)of LAR were 1.74(1.64-1.85),P<0.001;when LAR was treated as a four-category variable,the OR values of Q2,Q3,and Q4 increased progressively compared with Q1,being 1.49(1.22-1.82),2.27(1.88-2.75),and 5.05(4.20-6.08),respectively,P<0.001.Subgroup analyses showed that LAR was an independent risk factor for the 28-day prognosis of sepsis in different subgroups based on gender,age,comorbidities,and SOFA score(all P<0.001),with no interaction effects with the subgroup variables(all P>0.05).ROC curve analysis showed that the AUC of LAR predicted the 28-day prognosis of patients with sepsis was 0.688(0.675-0.700),higher than that of lactate[0.655(0.642-0.668)]and Alb[0.636(0.623-0.649)],both P<0.001,and not significantly lower than that of SOFA score[0.699(0.687-0.712),P=0.108].Kaplan-Meier survival analysis showed that the 28-day cumulative survival rate was significantly higher in the low LAR group than in the high LAR group(Log-Rank test:χ2=533.24,P<0.001).Conclusion LAR is an independent risk factor for the 28-day prognosis of sepsis patients.Higher LAR is associated with adverse outcomes,and its predictive efficacy is superior to that of lactate and albumin.
