1.Validation of Immature Granulocyte as a Predictor for the 28-Day Mortality in Patients with Severe Sepsis and Septic Shock.
Young Sang KO ; Sang Ook HA ; Rubi JEONG ; Byungho CHOI
Journal of the Korean Society of Emergency Medicine 2014;25(2):167-173
PURPOSE: Recently, several studies for immature granulocyte proportion (IG%) in patients with sepsis have revealed its association with diagnosis and prognosis of patients with sepsis. In this study, we enrolled patients with severe sepsis and septic shock and compared IG% with other biologic markers as a predictor of 28-day mortality. METHODS: This was a retrospective study for patients with severe sepsis and septic shock who were admitted to the emergency department of a tertiary care hospital for four-months. The IG% measured using Sysmex XE-2100 and other inflammatory markers, including C-reactive protein, lactate, and procalcitonin were evaluated and compared for 28-day mortality. RESULTS: A total of 85 patients with septic shock and 45 patients with severe sepsis were enrolled. In the non-survivors group (n=32, 24.6%), APACHE II score (p=0.017), use of continuous renal replacement therapy (CRRT) (p=0.002), and septic shock (p=0.009) were statistically higher compared with thesurvivors group. APACHE II score (Odd ratio [OR] 1.099, p=0.008) and IG% (> or =0.5%) (OR 3.568, p=0.036) predicted the 28-day mortality independently after adjusting SOFA score, septic shock,disseminated intravascular coagulopathy, use of CRRT, and gender. However, IG (> or =0.5%) had low specificity of 33.7% and positive predictive value (PPV) of 30.1% for 28-day mortality. CONCLUSION: IG% could be a useful biologic marker for prediction of 28-day mortality in patients with severe sepsis or septic shock. However, the limitation of low specificity and PPV must be considered in clinical use.
APACHE
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Biomarkers
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C-Reactive Protein
;
Diagnosis
;
Emergency Service, Hospital
;
Granulocytes*
;
Humans
;
Lactic Acid
;
Mortality*
;
Prognosis
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Renal Replacement Therapy
;
Retrospective Studies
;
Sensitivity and Specificity
;
Sepsis*
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Shock, Septic*
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Tertiary Healthcare
2.Usefulness of Emergency Department-bedside Lung Ultrasound in Emergency (ED-BLUE) Protocol for Patients Complaining of Dyspnea in the Emergency Department.
Jin JUN ; Incheol PARK ; Rubi JEONG ; Junsu KIM ; Younggeun LEE ; Taeyong SHIN ; Youngsik KIM ; Youngrock HA ; Junghwan AN
Journal of the Korean Society of Emergency Medicine 2011;22(5):517-522
PURPOSE: The bedside lung ultrasound in emergency (BLUE) protocol is an excellent diagnostic tool for acute respiratory failures requiring admission to the intensive care unit. We incorporated cardiac ultrasound in the BLUE algorithm because cardiac origin is also necessary to examine in an emergency setting. We studied the usefulness of the emergency department (ED)-BLUE protocol for patients complaining of dyspnea in an emergency department. METHODS: At first, we assessed lung sliding, artifacts (Alines and B-lines), alveolar consolidation and pleural effusion on stage I and II evaluation. Then, we checked heart to detect 3Es (Effusion, Equality, and Ejection fractions). We divided all the possible conditions into 10 categories. We compared it with final diagnosis and examined the agreements using kappa statistics. We compared the physician's level of confidence for the first impression. The 10 categories were: 1) normal or inconclusive, 2) pulmonary embolism, 3) airway disease (chronic obstructive pulmonary disease or asthma), 4) pneumothorax, 5) large pleural effusion, 6) alveolar consolidation, 7) acute pulmonary edema due to systolic congestive heart failure, 8) acute respiratory distress syndrome, 9) chronic interstitial lung disease with exacerbation, and 10) pericardial effusion with/without tamponade. RESULTS: This prospective study was performed for 172 patients over 18-years-of-age with dyspnea during a 25-month period. Kappa value between the diagnosis after ED-BLUE and final diagnosis was 0.812(p<0.001). The mean of physician's full term for LOC for the first impression before and after ED-BLUE was 3.09+/-0.83 and 4.36+/-0.70 (paired t-test, p<0.001). CONCLUSION: ED-BLUE protocol could help the emergency physician make an accurate diagnosis in patients with dyspnea in the emergent setting.
Artifacts
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Dyspnea
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Emergencies
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Heart
;
Heart Failure
;
Humans
;
Intensive Care Units
;
Lung
;
Lung Diseases, Interstitial
;
Lung Diseases, Obstructive
;
Pericardial Effusion
;
Pleural Effusion
;
Pneumothorax
;
Prospective Studies
;
Pulmonary Edema
;
Pulmonary Embolism
;
Respiratory Distress Syndrome, Adult
3.The clinical utility of end tidal carbon dioxide in hyperventilation syndrome patients in emergency department
Inwoo BYUN ; Young Sik KIM ; Young Rock HA ; Tae Young SHIN ; Rubi JEONG ; Kyu Hyun LEE ; Woosung YU
Journal of the Korean Society of Emergency Medicine 2021;32(6):570-574
Objective:
Arterial blood gas analysis (ABGA) is routinely performed in hyperventilation syndrome (HVS) patients in the emergency department (ED). We tried to substitute end-tidal carbon dioxide (ETCO2) for arterial partial pressure of carbon dioxide (PaCO2) in HVS patients in ED.
Methods:
It was a prospective observational cohort study of HVS patients from May 2019 to March 2020. Data of age, sex, vital sign, ETCO2 and ABGA were collected. We compared the Pearson correlation between ETCO2 and PaCO2.
Results:
A total of 135 HVS patients were included in the study. The average value for ETCO2 was 24.9±7.2. It showed a significant linear between ETCO2 and PaCO2. The Pearson correlation coefficient was 0.893 (P<0.001). The linear correlation coefficients of ETCO2 <20 mmHg and ETCO2 20-35 mmHg groups were 0.513 and 0.827, respectively (P<0.001).
Conclusion
We suggest that ABGA can be replaced by ETCO2 in HVS patients in ED.
4.The usefulness of serum biomarker C-reactive protein, delta neutrophil index, lactic acid and ammonia for differential diagnosis in patients with drowsy mentality in emergency department
HyunKoo KANG ; Rubi JEONG ; YoungSik KIM ; KyooHyun LEE ; WooSung YU ; YoungTak YOON ; Hak Jung KIM
Journal of the Korean Society of Emergency Medicine 2022;33(4):355-362
Objective:
A drowsy mentality is a common chief complaint at emergency departments (EDs), but it is difficult to evaluate the reason for drowsy mentality. Serum biomarkers are an alternative way to discover the reason for drowsy mentalities. This study examined the values of four biomarkers for a differential diagnosis of ED patients with drowsy mentality: Creactive protein (CRP), delta neutrophil index (DNI), lactic acid and ammonia.
Methods:
Adult patients who presented to the ED from April 2018 to March 2019 were reviewed retrospectively. Among the 369 patients with a drowsy mentality, 122 patients with acute trauma, dementia, epilepsy, seizure, alcohol abuse, syncope, psychological problems, and anaphylaxis were excluded. The four biomarkers of each patient were then measured. The clinical records were reviewed to analyze the usefulness of the four biomarkers as a differential diagnosis tool for ED patients.
Results:
Of the 247 included patients, 64 were diagnosed with a stroke, and 183 were not. CRP, DNI, lactic acid and ammonia were analyzed statistically, and the elevation of each biomarker level was related to a diagnosis of non-stroke disease.
Conclusion
Elevations of CRP, DNI, lactic acid and ammonia suggest non-stroke disease in patients with drowsy mentality in ED. There might be metabolic causes other than stroke in ED patients with a drowsy mentality when the CRP, DNI, lactic acid and ammonia levels are highly elevated. A future study will be needed to confirm this.
5.Acute uncomplicated cystitis in the emergency department: prevalence of antimicrobial resistance among uropathogens and appropriate antimicrobial treatment
Soo Young CHUNG ; Youngsik KIM ; Rubi JEONG ; KyooHyun LEE ; Woosung YU ; Youngtak YOON ; Seungju CHOI
Journal of the Korean Society of Emergency Medicine 2022;33(5):480-486
Objective:
This study analyzed the urine cultures of emergency department patients diagnosed with acute uncomplicated cystitis and determined the antimicrobial resistance and appropriate treatment for our region.
Methods:
Results of urine analysis and urine culture of acute uncomplicated cystitis patients diagnosed in our emergency department between January 2019 and December 2020 were examined and analyzed.
Results:
In our study, 256 out of 340 urine culture samples (75.3%) were positive for cystitis. The most common microorganism was reported to be Escherichia coli (93.0%). The resistance rates of E. coli to the following antimicrobial agents were as follows: amikacin (0.0%), ampicillin (63.5%), amoxicillin/clavulanate (15.6%), aztreonam (7.1%), ceftazidime (3.4%), cefotaxime (16.4%), cefoxitin (5.5%), cefazolin (19.9%), ciprofloxacin (29.4%), cefepime (1.7%), ertapenem (0.0%), gentamicin (18.1%), piperacillin/tazobactam (2.1%), trimethoprim/sulfamethoxazole (36.1%), and tigecycline (0.4%). The prevalence of extended-spectrum beta-lactamase producing E. coli strains was 17.8%.
Conclusion
To determine the proper empirical antimicrobial treatment for acute uncomplicated cystitis, it is essential to examine the antimicrobial resistance. For our region, fosfomycin, nitrofurantoin, and 2nd and 3rd generation cephalosporin should be considered the first-line empirical treatment for acute uncomplicated cystitis.
6.Effectiveness of RapidRhino with epinephrine in patients who visited emergency department due to epistaxis
Youngjun LEE ; Youngtak YOON ; Youngsik KIM ; Rubi JEONG ; KyuHyun LEE ; Woosung YU
Journal of the Korean Society of Emergency Medicine 2024;35(1):51-56
Objective:
RapidRhino is widely used in emergency departments (EDs) to treat epistaxis, and we have used RapidRhino plus epinephrine empirically. In this study, we evaluated the effectiveness of RapidRhino plus epinephrine compared to RapidRhino with saline.
Methods:
This prospective randomized study was performed on patients with epistaxis who visited our ED between October 2021 and January 2023. Patients were randomized to RapidRhino plus epinephrine or RapidRhino groups by drawing numbers. Subgroup analyses were performed on patients who received or did not receive anticoagulants or antiplatelets.
Results:
The overall success rates for RapidRhino with saline and RapidRhino with epinephrine were both high (92% and 94%, respectively), but the 10-minute success rates of RapidRhino with saline and RapidRhino with epinephrine were 57.4% and 78%.0%, respectively, which was a significant difference (P=0.001). In patients administered anticoagulants, initial success rate of RapidRhino with epinephrine was higher than that of RapidRhino with saline (83.3% and 62.9%, respectively, P=0.046), and these results were confirmed by adjusted logistic regression analyses-for all patients (adjusted odds ratio [aOR]=2.42; 95% confidence interval [CI], 1.28-4.58) and for patients treated with anticoagulants (aOR=6.31; 95% CI, 1.17-34.17).
Conclusion
RapidRhino with epinephrine may be more effective at controlling hemorrhage than RapidRhino. The combined administration of RapidRhino and epinephrine might reduce the time spent in emergency departments by epistaxis patients.
7.Prediction model of severity in patients with acute cholangitis in the emergency department using machine learning models
Junu YUN ; Minwoo PARK ; Youngsik KIM ; KyuHyun LEE ; Rubi JEONG ; Woosung YU ; Kyunghoon KWAK ; Seungju CHOI
Journal of the Korean Society of Emergency Medicine 2024;35(1):67-76
Objective:
The purpose of this study was to develop a machine learning-based model (eXtreme Gradient boost [XGBoost]) that can accurately predict the severity of acute cholangitis in patients. The model was designed to simplify the classification process compared to conventional methods.
Methods:
We retrospectively collected data from patients with cholangitis who visited the emergency department of a secondary medical institution in Seongnam, Korea from January 1, 2015 to December 31, 2019. The patients were divided into three groups (Grade I, II, III) based on severity according to the Tokyo Guidelines 2018/2013 (TG18/13) severity assessment criteria for cholangitis. We used algorithms to select variables of high relevance associated with the grade of severity. For the XGBoost models, data were divided into a train set and a validation set by the random split method. The train set was trained in XGBoost models using only the top seven variables. The area under the receiver operating characteristic (AUROC) and the area under the precision-recall curve (AUPRC) were obtained from the validation set.
Results:
796 patients were enrolled. The top 7 variables associated with the grade of severity were albumin, white blood cells, blood urea nitrogen, troponin T, platelets, creatinine, prothrombin time, and international normalized ratio. The AUROC values were 0.881 (Grade I), 0.836 (Grade II), and 0.932 (Grade III). The AUPRC values were 0.457 (Grade I), 0.820 (Grade II), and 0.880 (Grade III).
Conclusion
We believe that the developed XGBoost model is a useful tool for predicting the severity of acute cholangitis with high accuracy and fewer variables than the conventional severity classification method.
8.A study of predictive factors that can consider surgical treatment when the imaging findings are non-diagnostic for diagnosis of pediatric appendicitis
Seungju CHOI ; Youngsik KIM ; Rubi JEONG ; Kyoo Hyun LEE ; Woosung YU ; Youngtak YOON ; Kyunghoon KWAK ; Soo Young CHUNG
Journal of the Korean Society of Emergency Medicine 2023;34(6):615-621
Objective:
This study examined the predictive factors to decide the surgical treatment for clinically suspected pediatric acute appendicitis with equivocal imaging findings.
Methods:
This study was conducted retrospectively on children who visited local emergency medical centers and outpatients from January 2018 to February 2021. The electronic medical records were reviewed from 811 pediatric patients younger than 16 years of age with the chief complaint of abdominal pain and who underwent an imaging test for the clinical suspicion of appendicitis. Ninety-two patients who showed ambiguous findings on imaging tests but were still suspected of having appendicitis were analyzed. Recursive partitioning analysis and multivariable logistic regression were used to identify the variables associated with appendicitis.
Results:
Of the 92 enrolled patients, 23 patients were confirmed to have appendicitis, and 69 did not. Patients with the clinical suspicion who had an elevated white blood cell (WBC) count, polymorphonuclear leukocyte differential count (PMN), absolute neutrophil count (ANC), and leukocytosis were more likely to have appendicitis. The PMN (odds ratio=1.175; 95% confidence interval, 1.092-1.265) and ANC (odds ratio=1.00050; 95% confidence interval, 1.00025-1.00075) remained significant after multivariable logistic analysis.
Conclusion
Elevated PMN and ANC are clinical predictors of pediatric appendicitis when the imaging findings are nondiagnostic, and the clinical suspicion is continuous.