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Featured researches published by Sion Jo.


Emergency Medicine Journal | 2013

Modified early warning score with rapid lactate level in critically ill medical patients: the ViEWS-L score

Sion Jo; Jae Baek Lee; Young Ho Jin; Tae Oh Jeong; Jae Chol Yoon; Yong Kyu Jun; Bo Young Park

Objectives To examine whether the predictive value of the early warning score (EWS) could be improved by including rapid lactate levels, and to compare the modified EWS with the pre-existing risk scoring systems. Design Retrospective observational study in South Korea. Setting An urban, academic, tertiary hospital. Participants Consecutive adult patients who were admitted to the medical intensive care unit via the emergency department (ED). Outcome measures A newly developed EWS—the VitalPAC EWS (ViEWS), was used in the present study. Lactate level, ViEWS and HOTEL score were obtained from patients at presentation to the ED, and APACHE II, SAPS II and SAPS III scores were obtained after admission. The area under curve of each risk scoring system for in-hospital, 1-week, 2-week and 4-week mortality was compared. Results 151 patients were enrolled and the mortality was 42.4%. The ViEWS-L score was calculated as follows: ViEWS-L score=ViEWS+lactate (mmol/l) according to the regression coefficient. The mean ViEWS-L score was 11.6±7.3. The ViEWS-L score had a better predictive value than the ViEWS score for hospital mortality (0.802 vs 0.742, p=0.009), 1-week mortality (0.842 vs 0.707, p<0.001), 2-week mortality (0.827 vs 0.729, p<0.001) and 4-week mortality (0.803 vs 0.732, p=0.003). The ViEWS-L score also had a better predictive value than the HOTEL and APACHE II scores. The predictive value of ViEWS-L was comparable with SAPS II and SAPS III. Conclusions The ViEWS-L score performed as well as or better than the pre-existing risk scoring systems in predicting mortality in critically ill medical patients who were admitted to the medical intensive care unit via the ED.


Journal of Emergency Medicine | 2012

THE EFFECTS OF INCORPORATING A PNEUMONIA SEVERITY INDEX INTO THE ADMISSION PROTOCOL FOR COMMUNITY-ACQUIRED PNEUMONIA

Sion Jo; Kyuseok Kim; Kiyoung Jung; Joong Eui Rhee; In Soo Cho; Christopher C. Lee; Adam J. Singer

BACKGROUND Community-acquired pneumonia (CAP) is a common reason for admissions in the emergency department (ED). However, patient disposition is not always standardized. OBJECTIVE To evaluate the effect of incorporating a pneumonia severity index (PSI) on admission rates and medical costs in CAP patients presenting to the ED. METHODS From April 2008 to March 2009, CAP patients presenting to the ED were prospectively screened and low-risk CAP patients (PSI I, II, or III) were enrolled (after group). Discharge and outpatient care were recommended for this group in the absence of other medical conditions requiring hospitalization. Data from low-risk CAP patients from May 2003 to October 2006 were also collected for comparative analysis (before group). RESULTS There were 365 and 174 patients in the before and after groups, respectively. The admission rate of the after group was significantly lower than that of the before group (30.4% vs. 68.2%, p < 0.01). The subsequent admission rates after ED discharge due to CAP were similar (3.2% vs. 7.7%, p = 0.10). The ultimate admission rate in the after group was significantly lower than that in the before group (32.5% vs. 70.7%, p < 0.01). Direct medical costs per patient for the before and after groups were


Journal of Emergency Medicine | 2014

Emergency Department Occupancy Ratio is Associated With Increased Early Mortality

Sion Jo; Young Ho Jin; Jae Baek Lee; Taeoh Jeong; Jaechol Yoon; Boyoung Park

US 1532 and


American Journal of Emergency Medicine | 2016

Validation of modified early warning score using serum lactate level in community-acquired pneumonia patients. The National Early Warning Score–Lactate score ☆ ☆☆ ★ ★★ ☆☆☆

Sion Jo; Taeoh Jeong; Jae Baek Lee; Youngho Jin; Jaechol Yoon; Boyoung Park

US 1186, respectively (p = 0.03). CONCLUSIONS Incorporation of the PSI into the admission protocol for ED patients with CAP significantly reduced the admission rates and medical costs.


European Journal of Emergency Medicine | 2014

Comparison of the trauma and injury severity score and modified early warning score with rapid lactate level (the ViEWS-L score) in blunt trauma patients

Sion Jo; Jae Baek Lee; Young Ho Jin; Taeoh Jeong; Jaechol Yoon; Seok Jin Choi; Boyoung Park

BACKGROUND To measure emergency department (ED) crowding, the emergency department occupancy ratio (EDOR) was introduced. OBJECTIVE Our aim was to determine whether the EDOR is associated with mortality in adult patients who visited the study hospital ED. METHODS We reviewed data on all patients who visited the ED of an urban tertiary academic hospital in Korea for 2 consecutive years. The EDOR is defined by the total number of patients in the ED divided by the number of licensed ED beds. We tested the association between the EDOR (quartile) and each outcome using a multivariable logistic regression analysis adjusted for potential confounders: age, sex, emergency medical services transport, transferred case, weekend visit, shift, triage acuity, visit cause of injury, operation, vital signs, intensive care unit or ward admission, and ED length of stay (quartile). The main outcome measures were survival status at discharge and at 1-7 days. RESULTS A total of 54,410 adult patients were enrolled. The EDOR ranged from 0.41 to 2.31 and the median was 1.24. On multivariable analyses, in comparison with the lowest (first) quartile, the highest (fourth) quartile of the EDOR was associated with 1-day mortality (adjusted odds ratio [OR] = 1.42; 95% confidence interval [CI] 1.08-1.88), 2-day mortality (adjusted OR = 1.31; 95% CI 1.04-1.67), and 3-day mortality (adjusted OR = 1.27; 95% CI 1.02-1.58). The EDOR was not significantly associated with 4- to 7-day mortalities and overall mortality at discharge. CONCLUSIONS The EDOR is associated with increased 1- to 3-day mortality even after controlling for potential confounders.


American Journal of Emergency Medicine | 2012

Initial hyperlactatemia in the ED is associated with poor outcome in patients with ischemic stroke

Sion Jo; Taeoh Jeong; Jae Baek Lee; Young Ho Jin; Jaechol Yoon; Yong Kyu Jun; Boyoung Park

STUDY OBJECTIVE The aim of this study was to investigate the prognostic prediction power of a newly introduced early warning score modified by serum lactate level, the National Early Warning Score-Lactate (NEWS-L) score, among community-acquired pneumonia (CAP) patients. We also compared the NEWS-L score with the pneumonia severity index (PSI) and CURB-65. METHODS We designed a retrospective observational study and collected data on confirmed adult CAP patients who visited the study hospital between October 2013 and September 2014. Variables relevant to, the NEWS-L score, PSI, and CURB-65 were extracted from electronic medical records. Survival status at hospital discharge was determined in the same manner. The NEWS-L score was calculated as NEWS-L=NEWS+serum lactate level (mmol/L). The NEWS-L was divided into quartiles. The ability to predict mortality was assessed through area under the receiver operating characteristic curve analysis and calibration analysis. RESULTS A total of 553 patients were enrolled, and the inpatient mortality rate was 10.8% (n=60). Mortality rates increased incrementally in conjunction with the NEWS-L quartiles: first quartile, 2.2%; second quartile, 7.9%; third quartile, 9.6%; and fourth quartile, 23.9%. The area under the receiver operating characteristic curve of the NEWS-L score was 0.73 (95% confidence interval [CI], 0.66-0.80), which showed no significant difference from that of the PSI (0.68; 95% CI, 0.61-0.76; P=.28) and CURB-65 (0.66; 95% CI, 0.59-0.73; P=.06). CONCLUSIONS The newly introduced early warning score modified by serum lactate level, NEWS-L score, was comparable to PSI and CURB-65, for predicting inpatient mortality among adult CAP patients.


American Journal of Emergency Medicine | 2015

Initial serum lactate level is associated with inpatient mortality in patients with community-acquired pneumonia ☆ ☆☆ ★

Min Hyuk Gwak; Sion Jo; Taeoh Jeong; Jae Baek Lee; Young Ho Jin; Jaechol Yoon; Boyoung Park

Objective The aim of this study was to compare the predictive value of the VitalPAC Early Warning Score-lactate (ViEWS-L) score with that of the trauma and injury severity score (TRISS), which is a pre-existing risk scoring system used in trauma patients. Methods The patients were blunt trauma victims admitted consecutively to the study hospital between 1 April 2010 and 31 March 2011, who were 15 years or older and had an injury severity score of 9 or higher. The lactate level, the ViEWS and revised trauma score upon arrival at the emergency department, and the injury severity score and TRISS were evaluated. The ViEWS-L score was calculated according to the formula: ViEWS-L=ViEWS+lactate (mmol/l). The ability to predict mortality was assessed by area under the receiver operating characteristic curve (AUC) analysis and calibration analysis. Results A total of 299 patients were available for analysis, of whom 33 died (11.0%). The median ViEWS-L score was 3.7 (interquartile range:1.8–6.4) and the median TRISS was 96.8 (interquartile range: 93.4–98.6). The ViEWS-L score was better than TRISS at predicting hospital mortality (AUC, 0.838; 95% confidence interval, 0.771–0.906 vs. AUC, 0.734; 95% confidence interval, 0.635–0.833, P=0.031). Calibration of the ViEWS-L score (&khgr;2=11.13, P=0.194) was good but that of TRISS was not (&khgr;2=16.97, P=0.018). Conclusion The prognostic value of the ViEWS-L score in terms of discrimination was better than that of TRISS in the blunt trauma patients admitted to the emergency department with an injury severity score of 9 or higher, and the ViEWS-L score showed good calibration.


American Journal of Emergency Medicine | 2015

ED crowding is associated with inpatient mortality among critically ill patients admitted via the ED: post hoc analysis from a retrospective study ☆,☆☆,★

Sion Jo; Taeoh Jeong; Young Ho Jin; Jae Baek Lee; Jaechol Yoon; Boyoung Park

BACKGROUND Hyperlactatemia may be associated with poor outcome in patients with ischemic stroke because it reflects a state of tissue perfusion. This study aims to know whether initial hyperlactatemia in the emergency department (ED) is associated with poor outcome in patients with ischemic stroke. METHODS A retrospective observational study was performed in an urban tertiary hospital ED. Patients with an admission diagnosis of ischemic stroke were consecutively enrolled between April 1, 2010, and March 31, 2011. Lactate and glucose levels were obtained at the time of presentation to the ED, whereas the National Institutes of Health Stroke Scale score was assessed at the time of admission. Poor outcome was defined as a modified Rankin scale score greater than or equal to 2 at 3 months. The survival status at 3 months was also obtained. Hyperlactatemia was defined by lactate levels greater than 2 mmol/L. RESULTS A total of 292 patients were enrolled. At 3 months after stroke, 183 (62.7%) were considered to have poor outcomes, whereas 16 (5.5%) had died. Seventy (24.0%) had initial hyperlactatemia. Multivariable logistic regression analysis showed that hyperlactatemia was independently associated with a higher risk of poor outcome at 3 months (adjusted odd ratio, 2.15; 95% confidence interval, 1.06-4.37; P=.035) and a trend to death at 3 months (adjusted odd ratio, 4.31; 95% confidence interval, 0.91-20.56; P=.066). CONCLUSIONS Among patients with ischemic stroke, initial hyperlactatemia represents an independent risk factor for poor outcome after controlling for stroke severity, risk factors, initial glucose level, and interval from onset of stroke symptoms to ED arrival.


Journal of Critical Care | 2016

Predictive value of the National Early Warning Score–Lactate for mortality and the need for critical care among general emergency department patients ☆ ☆☆ ★

Sion Jo; Jaechol Yoon; Jae Baek Lee; Youngho Jin; Taeoh Jeong; Boyoung Park

STUDY OBJECTIVE The aim of the present study was to investigate the prognostic value of the initial serum lactate level in patients with community-acquired pneumonia (CAP). METHODS We collected data on hospitalized adult patients with CAP via the study hospital emergency department between October 2012 and September 2013. Demographics, comorbidities, and physiologic and laboratory variables including initial C-reactive protein (CRP) and serum lactate level were extracted from the electronic medical record. The primary outcome was inpatient mortality. Comparisons between survivors and nonsurvivors were performed, and multivariable logistic regression analyses were constructed as dependent variables of both continuous and categorical varieties. RESULTS A total of 397 patients were enrolled, and the mortality cases were 46 (11.6%). The mean lactate level was 1.7 ± 1.4 mmol/L and was significantly higher in the nonsurvivor group than in the survivor group (2.4 ± 2.2 mmol/L vs 1.6 ± 1.2 mmol/L). In the multivariable logistic regression model for inpatient mortality constructed using lactate, CRP, and laboratory variables of pneumonia severity index (PSI), lactate and CRP remained as significant factors, but laboratory variables of PSI were not. In other multivariable logistic regression models for the outcome constructed using collected laboratory variables and PSI, lactate remained as a significant factor (adjusted odds ratio, 1.24; 95% confidence interval, 1.01-1.53; P = .042 by continuous variable; adjusted odds ratio of third tertile, 2.60; 95% confidence interval, 1.02-6.66; P = .046 by category variable). C-reactive protein and albumin were also left as significant factors. CONCLUSIONS The initial serum lactate level is independently associated with mortality in hospitalized patients with CAP. However, laboratory variables of PSI or others were not, except CRP and albumin.


American Journal of Emergency Medicine | 2018

Diagnostic performance of initial serum albumin level for predicting in-hospital mortality among aspiration pneumonia patients

Hyosun Kim; Sion Jo; Jae Baek Lee; Youngho Jin; Taeoh Jeong; Jaechol Yoon; Jeong Moon Lee; Boyoung Park

BACKGROUND Adverse effects of emergency department (ED) crowding among critically ill patients are not well known. OBJECTIVES We evaluated the association between ED crowding and inpatient mortality among critically ill patients admitted via the ED, and analyzed subsets of patients according to admission diagnosis. METHODS We performed a post hoc analysis using data from a previous retrospective study. We enrolled admitted patients via the ED with an initial systolic blood pressure of 90 mm Hg or lower when presenting to the ED. The ED occupancy ratio was used as a measure of crowding. The primary outcome was inpatient mortality. Multivariable logistic regression models adjusted for potential confounding variables were constructed for the entire cohort and for subsets according to admission diagnosis (infection, cardiac and vascular disease, trauma, gastrointestinal bleeding, and other factors). RESULTS A total of 1801 patients were enrolled, with a mortality rate of 14.6% (262 patients). The mortality rate by ED occupancy ratio quartile was 9.7% for the first quartile, 15.9% for the second quartile, 18.2% for the third quartile, and 14.4% for the fourth quartile. This resulted in adjusted odds ratios of 1.95, 2.51, and 1.93 and corresponding 95% confidence intervals of 1.23-3.12, 1.58-3.99, and 1.21-3.09 for the second, third, and fourth quartiles, respectively, compared with the first quartile. The effect of ED crowding was highest in the trauma subset, followed by the infection subset, whereas ED crowding did not appear to have any effect on the cardiac and vascular disease subsets. CONCLUSION Emergency department crowding was associated with increased inpatient mortality among critically ill patients admitted via the ED.

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Jae Baek Lee

Chonbuk National University

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Taeoh Jeong

Chonbuk National University

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Jaechol Yoon

Chonbuk National University

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Young Ho Jin

Chonbuk National University

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Youngho Jin

Chonbuk National University

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Jae Chol Yoon

Chonbuk National University

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Kyuseok Kim

Seoul National University Bundang Hospital

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Yong Kyu Jun

Chonbuk National University

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Dong Young Seo

Chonbuk National University

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