TY - JOUR
T1 - The usefulness of lactate/albumin ratio, C-reactive protein/albumin ratio, procalcitonin/albumin ratio, SOFA, and qSOFA in predicting the prognosis of patients with sepsis who presented to emergency departments
AU - the Korean Shock Society (KoSS) Investigators
AU - Yoo, Kyung Hun
AU - Choi, Sung Hyuk
AU - Suh, Gil Joon
AU - Chung, Sung Phil
AU - Choi, Han Sung
AU - Park, Yoo Seok
AU - Jo, You Hwan
AU - Shin, Tae Gun
AU - Lim, Tae Ho
AU - Kim, Won Young
AU - Lee, Juncheol
N1 - Publisher Copyright:
© 2023 Elsevier Inc.
PY - 2024/4
Y1 - 2024/4
N2 - Purpose: Early identification of sepsis with a poor prognosis in the emergency department (ED) is crucial for prompt management and improved outcomes. This study aimed to examine the predictive value of sequential organ failure assessment (SOFA), quick SOFA (qSOFA), lactate to albumin ratio (LAR), C-reactive protein to albumin ratio (CAR), and procalcitonin to albumin ratio (PAR), obtained in the ED, as predictors for 28-day mortality in patients with sepsis and septic shock. Materials and methods: We included 3499 patients (aged ≥19 years) from multicenter registry of the Korean Shock Society between October 2015 and December 2019. The SOFA score, qSOFA score, and lactate level at the time of registry enrollment were used. Albumin, C-reactive protein, and procalcitonin levels were obtained from the initial laboratory results measured upon ED arrival. We evaluated the predictive accuracy for 28-day mortality using the area under the receiver operating characteristic (AUROC) curve. A multivariable logistic regression analysis of the independent predictors of 28-day mortality was performed. The SOFA score, LAR, CAR, and PAR were converted to categorical variables using Youden's index and analyzed. Adjusting for confounding factors such as age, sex, comorbidities, and infection focus, adjusted odds ratios (aOR) were calculated. Results: Of the 3499 patients, 2707 (77.4%) were survivors, whereas 792 (22.6%) were non-survivors. The median age of the patients was 70 (25th–75th percentiles, 61–78), and 2042 (58.4%) were male. LAR for predicting 28-day mortality had the highest AUROC, followed by the SOFA score (0.715; 95% confidence interval (CI): 0.69–0.74 and 0.669; 95% CI: 0.65–0.69, respectively). The multivariable logistic regression analysis revealed that the aOR of LAR >1.52 was 3.75 (95% CI: 3.16–4.45), and the aOR, of SOFA score at enrollment >7.5 was 2.67 (95% CI: 2.25–3.17). Conclusion: The results of this study showed that LAR is a relatively strong predictor of sepsis prognosis in the ED setting, indicating its potential as a straightforward and practical prognostic factor. This finding may assist healthcare providers in the ED by providing them with tools to risk-stratify patients and predict their mortality.
AB - Purpose: Early identification of sepsis with a poor prognosis in the emergency department (ED) is crucial for prompt management and improved outcomes. This study aimed to examine the predictive value of sequential organ failure assessment (SOFA), quick SOFA (qSOFA), lactate to albumin ratio (LAR), C-reactive protein to albumin ratio (CAR), and procalcitonin to albumin ratio (PAR), obtained in the ED, as predictors for 28-day mortality in patients with sepsis and septic shock. Materials and methods: We included 3499 patients (aged ≥19 years) from multicenter registry of the Korean Shock Society between October 2015 and December 2019. The SOFA score, qSOFA score, and lactate level at the time of registry enrollment were used. Albumin, C-reactive protein, and procalcitonin levels were obtained from the initial laboratory results measured upon ED arrival. We evaluated the predictive accuracy for 28-day mortality using the area under the receiver operating characteristic (AUROC) curve. A multivariable logistic regression analysis of the independent predictors of 28-day mortality was performed. The SOFA score, LAR, CAR, and PAR were converted to categorical variables using Youden's index and analyzed. Adjusting for confounding factors such as age, sex, comorbidities, and infection focus, adjusted odds ratios (aOR) were calculated. Results: Of the 3499 patients, 2707 (77.4%) were survivors, whereas 792 (22.6%) were non-survivors. The median age of the patients was 70 (25th–75th percentiles, 61–78), and 2042 (58.4%) were male. LAR for predicting 28-day mortality had the highest AUROC, followed by the SOFA score (0.715; 95% confidence interval (CI): 0.69–0.74 and 0.669; 95% CI: 0.65–0.69, respectively). The multivariable logistic regression analysis revealed that the aOR of LAR >1.52 was 3.75 (95% CI: 3.16–4.45), and the aOR, of SOFA score at enrollment >7.5 was 2.67 (95% CI: 2.25–3.17). Conclusion: The results of this study showed that LAR is a relatively strong predictor of sepsis prognosis in the ED setting, indicating its potential as a straightforward and practical prognostic factor. This finding may assist healthcare providers in the ED by providing them with tools to risk-stratify patients and predict their mortality.
KW - Emergency department
KW - Lactate to albumin ratio
KW - Predictive value
KW - Sepsis
KW - Septic shock
KW - Sequential organ failure assessment
UR - http://www.scopus.com/inward/record.url?scp=85181810289&partnerID=8YFLogxK
U2 - 10.1016/j.ajem.2023.12.028
DO - 10.1016/j.ajem.2023.12.028
M3 - Article
C2 - 38176175
AN - SCOPUS:85181810289
SN - 0735-6757
VL - 78
SP - 1
EP - 7
JO - American Journal of Emergency Medicine
JF - American Journal of Emergency Medicine
ER -