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 EDs
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...
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creator | Yoo, Kyung Hun Choi, Sung-Hyuk Suh, Gil Joon Chung, Sung Phil Choi, Han Sung Park, Yoo Seok Jo, You Hwan Shin, Tae Gun Lim, Tae Ho Kim, Won Young Lee, Juncheol |
description | 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.
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.
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).
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. |
doi_str_mv | 10.1016/j.ajem.2023.12.028 |
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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.
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).
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.</description><identifier>ISSN: 0735-6757</identifier><identifier>ISSN: 1532-8171</identifier><identifier>EISSN: 1532-8171</identifier><identifier>DOI: 10.1016/j.ajem.2023.12.028</identifier><identifier>PMID: 38176175</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Albumin ; Blood pressure ; C-reactive protein ; Committees ; Comorbidity ; Emergency department ; Emergency medical care ; Enrollments ; Hypotension ; Infections ; Lactate to albumin ratio ; Lactic acid ; Medical prognosis ; Mortality ; Patients ; Predictive value ; Procalcitonin ; Prognosis ; Proteins ; Quality control ; Regression analysis ; Renal replacement therapy ; Sepsis ; Septic shock ; Sequential organ failure assessment ; Ventilators</subject><ispartof>The American journal of emergency medicine, 2024-04, Vol.78, p.1-7</ispartof><rights>2023 Elsevier Inc.</rights><rights>Copyright © 2023 Elsevier Inc. All rights reserved.</rights><rights>2023. Elsevier Inc.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c2295-dd0ebc8763ae58cc6890a8ac6fd2ecc121791d09a7da8d83af86daae60f65b9c3</citedby><cites>FETCH-LOGICAL-c2295-dd0ebc8763ae58cc6890a8ac6fd2ecc121791d09a7da8d83af86daae60f65b9c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0735675723007088$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38176175$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yoo, Kyung Hun</creatorcontrib><creatorcontrib>Choi, Sung-Hyuk</creatorcontrib><creatorcontrib>Suh, Gil Joon</creatorcontrib><creatorcontrib>Chung, Sung Phil</creatorcontrib><creatorcontrib>Choi, Han Sung</creatorcontrib><creatorcontrib>Park, Yoo Seok</creatorcontrib><creatorcontrib>Jo, You Hwan</creatorcontrib><creatorcontrib>Shin, Tae Gun</creatorcontrib><creatorcontrib>Lim, Tae Ho</creatorcontrib><creatorcontrib>Kim, Won Young</creatorcontrib><creatorcontrib>Lee, Juncheol</creatorcontrib><creatorcontrib>the Korean Shock Society (KoSS) Investigators</creatorcontrib><creatorcontrib>Korean Shock Society (KoSS) Investigators</creatorcontrib><title>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 EDs</title><title>The American journal of emergency medicine</title><addtitle>Am J Emerg Med</addtitle><description>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.
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.
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).
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.</description><subject>Albumin</subject><subject>Blood pressure</subject><subject>C-reactive protein</subject><subject>Committees</subject><subject>Comorbidity</subject><subject>Emergency department</subject><subject>Emergency medical care</subject><subject>Enrollments</subject><subject>Hypotension</subject><subject>Infections</subject><subject>Lactate to albumin ratio</subject><subject>Lactic acid</subject><subject>Medical prognosis</subject><subject>Mortality</subject><subject>Patients</subject><subject>Predictive value</subject><subject>Procalcitonin</subject><subject>Prognosis</subject><subject>Proteins</subject><subject>Quality control</subject><subject>Regression analysis</subject><subject>Renal replacement therapy</subject><subject>Sepsis</subject><subject>Septic shock</subject><subject>Sequential organ failure 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Hun ; Choi, Sung-Hyuk ; Suh, Gil Joon ; Chung, Sung Phil ; Choi, Han Sung ; Park, Yoo Seok ; Jo, You Hwan ; Shin, Tae Gun ; Lim, Tae Ho ; Kim, Won Young ; Lee, Juncheol</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2295-dd0ebc8763ae58cc6890a8ac6fd2ecc121791d09a7da8d83af86daae60f65b9c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Albumin</topic><topic>Blood pressure</topic><topic>C-reactive protein</topic><topic>Committees</topic><topic>Comorbidity</topic><topic>Emergency department</topic><topic>Emergency medical care</topic><topic>Enrollments</topic><topic>Hypotension</topic><topic>Infections</topic><topic>Lactate to albumin ratio</topic><topic>Lactic acid</topic><topic>Medical prognosis</topic><topic>Mortality</topic><topic>Patients</topic><topic>Predictive value</topic><topic>Procalcitonin</topic><topic>Prognosis</topic><topic>Proteins</topic><topic>Quality 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Academic</collection><jtitle>The American journal of emergency medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yoo, Kyung Hun</au><au>Choi, Sung-Hyuk</au><au>Suh, Gil Joon</au><au>Chung, Sung Phil</au><au>Choi, Han Sung</au><au>Park, Yoo Seok</au><au>Jo, You Hwan</au><au>Shin, Tae Gun</au><au>Lim, Tae Ho</au><au>Kim, Won Young</au><au>Lee, Juncheol</au><aucorp>the Korean Shock Society (KoSS) Investigators</aucorp><aucorp>Korean Shock Society (KoSS) Investigators</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>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 EDs</atitle><jtitle>The American journal of emergency medicine</jtitle><addtitle>Am J Emerg Med</addtitle><date>2024-04</date><risdate>2024</risdate><volume>78</volume><spage>1</spage><epage>7</epage><pages>1-7</pages><issn>0735-6757</issn><issn>1532-8171</issn><eissn>1532-8171</eissn><abstract>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.
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.
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).
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.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>38176175</pmid><doi>10.1016/j.ajem.2023.12.028</doi><tpages>7</tpages></addata></record> |
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subjects | Albumin Blood pressure C-reactive protein Committees Comorbidity Emergency department Emergency medical care Enrollments Hypotension Infections Lactate to albumin ratio Lactic acid Medical prognosis Mortality Patients Predictive value Procalcitonin Prognosis Proteins Quality control Regression analysis Renal replacement therapy Sepsis Septic shock Sequential organ failure assessment Ventilators |
title | 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 EDs |
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