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Kim KH, Kim H, Song KJ, Shin SD, Kim HC, Lim HJ, Kim Y, Kang HJ, Hong KJ. Prediction of Increased Intracranial Pressure in Traumatic Brain Injury Using Quantitative Electroencephalogram in a Porcine Experimental Model. Diagnostics (Basel) 2023; 13:diagnostics13030386. [PMID: 36766491 PMCID: PMC9914917 DOI: 10.3390/diagnostics13030386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 12/21/2022] [Accepted: 01/11/2023] [Indexed: 01/22/2023] Open
Abstract
Continuous and non-invasive measurement of intracranial pressure (ICP) in traumatic brain injury (TBI) is important to recognize increased ICP (IICP), which can reduce treatment delays. The purpose of this study was to develop an electroencephalogram (EEG)-based prediction model for IICP in a porcine TBI model. Thirty swine were anaesthetized and underwent IICP by inflating a Foley catheter in the intracranial space. Single-channel EEG data were collected every 6 min in 10 mmHg increments in the ICP from baseline to 50 mmHg. We developed EEG-based models to predict the IICP (equal or over 25 mmHg) using four algorithms: logistic regression (LR), naive Bayes (NB), support vector machine (SVM), and random forest (RF). We assessed the performance of each model based on the accuracy, sensitivity, specificity, and AUC values. The accuracy of each prediction model for IICP was 0.773 for SVM, 0.749 for NB, 0.746 for RF, and 0.706 for LR. The AUC of each model was 0.860 for SVM, 0.824 for NB, 0.802 for RF, and 0.748 for LR. We developed a machine learning prediction model for IICP using single-channel EEG signals in a swine TBI experimental model. The SVM model showed good predictive power with the highest AUC value.
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Affiliation(s)
- Ki-Hong Kim
- Department of Emergency Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul 03080, Republic of Korea
| | - Heejin Kim
- Clinical Trials Center, Seoul National University Hospital, Seoul 03080, Republic of Korea
| | - Kyoung-Jun Song
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul 03080, Republic of Korea
- Department of Emergency Medicine, Seoul National University Boramae Medical Center, Seoul 07061, Republic of Korea
- Department of Emergency Medicine, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Sang-Do Shin
- Department of Emergency Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul 03080, Republic of Korea
- Department of Emergency Medicine, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Hee-Chan Kim
- Department of Biomedical Engineering, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
| | - Hyouk-Jae Lim
- Department of Emergency Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul 03080, Republic of Korea
| | - Yoonjic Kim
- Department of Emergency Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul 03080, Republic of Korea
| | - Hyun-Jeong Kang
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul 03080, Republic of Korea
| | - Ki-Jeong Hong
- Department of Emergency Medicine, Seoul National University Hospital, Seoul 03080, Republic of Korea
- Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute, Seoul 03080, Republic of Korea
- Department of Emergency Medicine, Seoul National University College of Medicine, Seoul 03080, Republic of Korea
- Correspondence: ; Tel.: +82-2-2072-0294
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Rudd AG, Bladin C, Carli P, De Silva DA, Field TS, Jauch EC, Kudenchuk P, Kurz MW, Lærdal T, Ong M, Panagos P, Ranta A, Rutan C, Sayre MR, Schonau L, Shin SD, Waters D, Lippert F. Utstein recommendation for emergency stroke care. Int J Stroke 2020; 15:555-564. [PMID: 32223543 PMCID: PMC7672780 DOI: 10.1177/1747493020915135] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Background Recent advances in treatment for stroke give new possibilities for optimizing
outcomes. To deliver these prehospital care needs to become more
efficient. Aim To develop a framework to support improved delivery of prehospital care. The
recommendations are aimed at clinicians involved in prehospital and
emergency health systems who will often not be stroke specialists but need
clear guidance as to how to develop and deliver safe and effective care for
acute stroke patients. Methods Building on the successful implementation program from the Global
Resuscitation Alliance and the Resuscitation Academy, the Utstein
methodology was used to define a generic chain of survival for Emergency
Stroke Care by assembling international expertise in Stroke and Emergency
Medical Services (EMS). Ten programs were identified for Acute Stroke Care
to improve survival and outcomes, with recommendations for implementation of
best practice. Conclusions Efficient prehospital systems for acute stroke will be improved through
public awareness, optimized prehospital triage and timely diagnostics, and
quick and equitable access to acute treatments. Documentation, use of
metrics and transparency will help to build a culture of excellence and
accountability.
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Affiliation(s)
- A G Rudd
- NHS England and King's College, London, England
| | - C Bladin
- Eastern Health Monash University, Melbourne, Australia
| | - P Carli
- Emergency Medical Services, Paris, France
| | - D A De Silva
- National Neuroscience Institute, Singapore General Hospital, Singapore
| | - T S Field
- University of British Columbia, Vancouver, Canada
| | - E C Jauch
- Mission Health System, Asheville, USA
| | - P Kudenchuk
- University of Washington School of Medicine, Seattle, WA, USA
| | - M W Kurz
- Stavanger University Hospital, Stavanger, Norway
| | - T Lærdal
- The Laerdal Foundation, Stavanger, Norway
| | - Meh Ong
- Singapore General Hospital and Duke-NUS Medical School, Singapore, Singapore
| | - P Panagos
- Washington University School of Medicine, St. Louis, MO, USA
| | - A Ranta
- University of Otago, Dunedin, New Zealand
| | - C Rutan
- American Heart Association, Dallas, TX, USA
| | | | - L Schonau
- Danish Resuscitation Council, Copenhagen, Denmark
| | - S D Shin
- Seoul National University College of Medicine, Seoul, South Korea
| | - D Waters
- Ambulance New Zealand, Wellington, New Zealand
| | - F Lippert
- Copenhagen Emergency Medical Services, Copenhagen, Denmark
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Kim M, Park J, Shin S, Song K, Hong K, Kim T, Kim K, Hong W, Lee S. Gender difference of bystander in successful dispatcher assisted cardiopulmonary resuscitation in out-of-hospital cardiac arrest. Resuscitation 2019. [DOI: 10.1016/j.resuscitation.2019.06.251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Park WB, Cho JS, Shin SD, Kong SY, Kim JJ, Lim YS, Yang HJ, Lee G. Comparison of epidemiology, emergency care, and outcomes of acute ischemic stroke between young adults and elderly in Korean population: a multicenter observational study. J Korean Med Sci 2014; 29:985-91. [PMID: 25045232 PMCID: PMC4101788 DOI: 10.3346/jkms.2014.29.7.985] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Accepted: 04/29/2014] [Indexed: 11/20/2022] Open
Abstract
Stroke in young adults has been known to show a lower incidence and a better prognosis. Only a few studies have examined the epidemiology and outcomes of ischemic stroke in young adults and compared them with the elderly in Korean population. All consecutive patients with ischemic stroke visiting 29 participating emergency departments were enrolled from November 2007 to October 2009. Patients with less than 15 yr of age and unknown information on age and confirmed diagnosis were excluded. We categorized the patients into young adults (15 to 45 yr) and elderly (46 yr and older) groups. Of 39,156 enrolled all stroke patients, 25,818 with ischemic stroke were included and analyzed (young adult; n=1,431, 5.5%). Young adult patients showed lower prevalence of most chronic diseases but significantly higher prevalence in exercise, current smoking, and alcohol consumption. Hospital mortality was significantly lower in young adults than elderly (1.1% vs. 3.1%, P<0.001). Higher number of patients in elderly group (68.1%) showed worsening change of modified Rankin Scale than young adults (65.2%). Young adults ischemic stroke showed favorable hospital outcomes than the elderly in Korean population.
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Affiliation(s)
- Won-Bin Park
- Department of Emergency Medicine, Gachon University Gil Medical Center, Incheon, Korea
| | - Jin-Seong Cho
- Department of Emergency Medicine, Gachon University Gil Medical Center, Incheon, Korea
| | - Sang-Do Shin
- Department of Emergency Medicine, Seoul National University Hospital, Seoul, Korea
| | - So-Yeon Kong
- World Health Organization, International Agency for Research on Cancer, Lyon, France
| | - Jin-Joo Kim
- Department of Emergency Medicine, Gachon University Gil Medical Center, Incheon, Korea
| | - Yong-Su Lim
- Department of Emergency Medicine, Gachon University Gil Medical Center, Incheon, Korea
| | - Hyuk-Jun Yang
- Department of Emergency Medicine, Gachon University Gil Medical Center, Incheon, Korea
| | - Gun Lee
- Department of Emergency Medicine, Gachon University Gil Medical Center, Incheon, Korea
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Kim J, Kim CS, Sohn E, Lee YM, Jo K, Shin SD, Kim JS. Aminoguanidine protects against apoptosis of retinal ganglion cells in Zucker diabetic fatty rats. Eur Rev Med Pharmacol Sci 2014; 18:1573-1578. [PMID: 24943965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
AIM The inhibition of advanced glycation end products (AGEs) and the receptor for AGEs (RAGE) mediated downstream signaling pathways have been suggested to have retinoprotective actions in diabetic retinopathy. Herein, we examined the protective effects of aminoguanidine (AG), an AGEs inhibitor, on diabetes-induced injury of retinal ganglion cells in the Zucker diabetic fatty (ZDF) rats. MATERIALS AND METHODS Seven-week-old male ZDF rats were treated with AG (50 mg/kg body weight) once a day orally for 13 weeks. Serum and vitreous concentration of AGEs were examined. Expressions of AGEs and its receptor (RAGE) were assessed by immunohistochemistry. Southwestern histochemistry was used to detect activated nuclear factor (NF)-κB. RESULTS At the end of the study, vitreal levels of AGEs were significantly reduced in ZDF rats treated with AG. Similary, immunohistochemical analysis showed that AG significantly reduced the positive areas for AGEs and RAGE. Furthermore, AG strongly inhibited the loss of retinal ganglion cells by apoptosis. AG also suppressed the activation of to NF-κB. CONCLUSIONS Our results suggest that AG has retinoprotective properties through not only direct inhibition of AGEs formation but also downregulation of NF-κB.
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Affiliation(s)
- J Kim
- Korean Medicine Based Herbal Drug Development Group, Herbal Medicine Research Division, Korea Institute of Oriental Medicine, Daejeon, South Korea.
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Kim Y, Kim H, Shin SD, Hong YC. Different Risks of Traumatic and Non-Traumatic Injuries Attributable to Temperature in Seoul, Korea. Epidemiology 2009. [DOI: 10.1097/01.ede.0000362584.96813.6d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Rhee JE, Jung SE, Shin SD, Suh GJ, Noh DY, Youn YK, Oh SK, Choe KJ. The effects of antioxidants and nitric oxide modulators on hepatic ischemic-reperfusion injury in rats. J Korean Med Sci 2002; 17:502-6. [PMID: 12172046 PMCID: PMC3054897 DOI: 10.3346/jkms.2002.17.4.502] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Ischemic-reperfusion injury (IRI) is thought to be caused by oxygen radicals. Nitric oxide (NO) also has been thought to play a key role in IRI. This experiment was designed to evaluate the effects of antioxidants and NO supplement on hepatic IRI. Male Sprague-Dawley rats were divided into five groups: a sham operation group, a group with IRI, and three groups with vitamin C combined with vitamin E (VC&VE), L-arginine and N(G)-nitro-L-arginine (NNLA) injected after IRI. IRI was induced by clamping of the porta hepatis for 30 minutes and then by declamping. To prevent mesenteric blood congestion, a porto-systemic shunt had been made four weeks before the portal clamping. Biochemical assays of TNF-alpha level and NO2- level in the blood, malondialdehyde level, catalase activity and NO synthase activity in the liver tissue were performed. The results were as follows: IRI increased the malondialdehyde level and exhausted the catalase activity remarkably. VC&VE lowered the malondialdehyde levels and protected against catalase exhaustion, but had no significant effect on the NO production. L-arginine had a definite antioxidant effect, which was much weaker than that of VC&VE. In conclusion, antioxidants and a supplement of NO protected the liver tissue against IRI.
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Affiliation(s)
- Joong-Eui Rhee
- Department of Emergency Medicine, Seoul National University College of Medicine, Clinical Research Institute, Seoul National University Hospital, Seoul, Korea
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Kim KH, Kim HJ, Kim JH, Shin SD. Determination of terbutaline enantiomers in human urine by coupled achiral-chiral high-performance liquid chromatography with fluorescence detection. J Chromatogr B Biomed Sci Appl 2001; 751:69-77. [PMID: 11232857 DOI: 10.1016/s0378-4347(00)00449-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
A coupled achiral-chiral high-performance liquid chromatographic system with fluorescence detection at excitation/emission wavelengths of 276/306 nm has been developed for the determination of the enantiomers of terbutaline, (S)-(+)-terbutaline and (R)-(-)-terbutaline in urine. Urine samples were prepared by solid-phase extraction with Sep-pak silica, followed by HPLC. The terbutaline was preseparated from the interfering components in urine on Phenomenex silica column and the terbutaline enantiomers and betaxolol were resolved and determined on a Sumichiral OA-4900 chiral stationary phase. The two columns were connected by a switching valve equipped with silica precolumn. The precolumn was used to concentrate the terbutaline in the eluent from the achiral column before back flushing onto the chiral phase. For each enantiomer the assay was linear between 1 and 250 ng/ml (R2=0.9999) and the detection limit was 0.3 ng/ml. The intra-day variation was between 4.6 and 11.6% in relation to the measured concentration and the inter-day variation was 4.3-11.0%. It has been applied to the determination of (S)-(+)-terbutaline and (R)-(-)-terbutaline in urine from a healthy volunteer dosed with racemic terbutaline sulfate.
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Affiliation(s)
- K H Kim
- College of Pharmacy, Kangwon National University, Chunchon, South Korea.
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Kim KH, Kim HJ, Hong SP, Shin SD. Determination of terbutaline enantiomers in human plasma by coupled achiral-chiral high performance liquid chromatography. Arch Pharm Res 2000; 23:441-5. [PMID: 11059819 DOI: 10.1007/bf02976568] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Achiral-chiral column switching HPLC assay was developed to allow the separation and quantification of the enantiomers of terbutaline in human plasma by means of fluorescence detection. Plasma samples were prepared by solid-phase extraction with sep-pak silica, followed by HPLC assay. The enantiomers of terbutaline and the internal standard were separated from the biological matrix on a silica column, and the two enantiomers were resolved and quantified on a Sumichiral OA-4900 column. The two columns were connected by a switching valve equipped with silica trap column. The trap column was used to concentrate the terbutaline in the eluent from the achiral column before back flushing onto the chiral phase. For each enantiomers, the assay was linear between 2.5-125 ng/ml (r=0.9999) and detection limit was 1.0 ng/ml.
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Affiliation(s)
- K H Kim
- College of Pharmacy, Kangwon National University, Chunchon, Korea.
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Kim KH, Shin SD, Lee JH, Lee SC, Kang JS, Mar W, Hong SP, Kim HJ. Chiral separation of the enantiomers of metoprolol and its metabolites by high performance liquid chromatography. Arch Pharm Res 2000; 23:230-6. [PMID: 10896053 DOI: 10.1007/bf02976450] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
(1'R, 2R)-, (1'R, 2S)-, (1'S, 2R)- and (1'S, 2S)-alpha-hydroxymetoprolol; (2R)- and (2S)-O-desmethylmetoprolol; and (2R)- and (2S)-metoprolol acid are major metabolites of (2R)-and (2S)-metoprolol, beta-adrenergic antagonist. The focus of most chiral separation methods until now has been on determination of the enantiomeric parent drug. However, it is just as important to be able to follow the metabolism of the enantiomers and their possible chiral metabolites. Therefore, for the study of stereoselective metabolism and pharmacokinetics of metoprolol, the chiral separation of the enantiomers of metoprolol and its metabolites has been investigated using four chiral stationary phases, i.e., Chiralcel OD, Chiral-AGP, Cyclobond I and Sumichiral OA-4900 columns. Metoprolol acid was resolved only by Sumichiral OA-4900. Chiralcel OD provided the highest separation factor and resolution value for metoprolol and O-desmethylmetoprolol and partially resolved the four stereoisomers of alpha-hydroxymetoprolol. Diastereomeric alpha-hydroxymetoprolols were resolved using the coupled column chromatographic system of two chiral stationary phases, Sumichiral OA-4900 column and Chiralcel OD column.
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Affiliation(s)
- K H Kim
- College of Pharmacy, Kangwon National University, Chunchon, Korea.
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