1.Etiology, Characteristics, and Outcomes of Community-Onset Pyomyositis in Korea: A Multicenter Study
Tark KIM ; Seong Yeon PARK ; Yee Gyung KWAK ; Jiwon JUNG ; Min-Chul KIM ; Seong-Ho CHOI ; Shi Nae YU ; Hyo-Lim HONG ; Yong Kyun KIM ; Se Yoon PARK ; Eun Hee SONG ; Ki-Ho PARK ; Oh Hyun CHO ; Sang-Ho CHOI ; The Korean SSTI Study Group
Infection and Chemotherapy 2021;53(1):46-52
Background:
Pyomyositis (PM) is a serious soft tissue infection and despite its clinical importance, previous studies have not been able to fully determine the clinical characteristics and microbial epidemiology of PM in Korea, which we therefore aimed to investigate.
Materials and Methods:
We retrospectively identified 140 adult patients diagnosed with PM from 13 general hospitals between January 2012 and December 2015. We analyzed the clinical and microbial characteristics of community-onset PM and compared them with communityacquired (CA) and healthcare-associated (HCA) PM.
Results:
One hundred eleven organisms were isolated from 96 (68.6%) patients with PM.Staphylococcus aureus (38 patients) was the most common pathogen, followed by streptococci (24 patients), and enteric Gram-negative organisms (27 patients). Methicillin-resistant S.aureus (MRSA) was identified in four (2.9%) patients and in-hospital mortality reached 8.6% (12/140). Enterococci isolates were identified in the HCA PM subgroup only The proportion of MRSA isolates was not comparable between CA and HCA PM subgroups. In the 83 patients with PM infected by monomicrobial pathogens, isolates of Gram-negative organisms were more commonly found in HCA PM subgroup than in CA PM subgroup (47.6% [10/21] of patients with HCA PM vs. 20.7% [12/58] of patients with CA PM; P = 0.01).
Conclusion
Gram-positive cocci such as S. aureus and streptococci were dominant etiologies in community-onset PM, whereas MRSA appears to an uncommon causative organism of PM in Korea. Enteric Gram-negative organisms should also be considered as major etiologies, especially in HCA PM patient population in Korea.
2.Machine-Learning-Based Approach to Differential Diagnosis in Tuberculous and Viral Meningitis
Young-Seob JEONG ; Minjun JEON ; Joung Ha PARK ; Min-Chul KIM ; Eunyoung LEE ; Se Yoon PARK ; Yu-Mi LEE ; Sungim CHOI ; Seong Yeon PARK ; Ki-Ho PARK ; Sung-Han KIM ; Min Huok JEON ; Eun Ju CHOO ; Tae Hyong KIM ; Mi Suk LEE ; Tark KIM
Infection and Chemotherapy 2021;53(1):53-62
Background:
Tuberculous meningitis (TBM) is the most severe form of tuberculosis, but differentiating between the diagnosis of TBM and viral meningitis (VM) is difficult. Thus, we have developed machine-learning modules for differentiating TBM from VM.Material and Methods: For the training data, confirmed or probable TBM and confirmed VM cases were retrospectively collected from five teaching hospitals in Korea between January 2000 - July 2018. Various machine-learning algorithms were used for training. The machinelearning algorithms were tested by the leave-one-out cross-validation. Four residents and two infectious disease specialists were tested using the summarized medical information.
Results:
The training study comprised data from 60 patients with confirmed or probable TBM and 143 patients with confirmed VM. Older age, longer symptom duration before the visit, lower serum sodium, lower cerebrospinal fluid (CSF) glucose, higher CSF protein, and CSF adenosine deaminase were found in the TBM patients. Among the various machinelearning algorithms, the area under the curve (AUC) of the receiver operating characteristics of artificial neural network (ANN) with ImperativeImputer for matrix completion (0.85; 95% confidence interval 0.79 - 0.89) was found to be the highest. The AUC of the ANN model was statistically higher than those of all the residents (range 0.67 - 0.72, P <0.001) and an infectious disease specialist (AUC 0.76; P = 0.03).
Conclusion
The machine-learning techniques may play a role in differentiating between TBM and VM. Specifically, the ANN model seems to have better diagnostic performance than the non-expert clinician.
3.Etiology, Characteristics, and Outcomes of Community-Onset Pyomyositis in Korea: A Multicenter Study
Tark KIM ; Seong Yeon PARK ; Yee Gyung KWAK ; Jiwon JUNG ; Min-Chul KIM ; Seong-Ho CHOI ; Shi Nae YU ; Hyo-Lim HONG ; Yong Kyun KIM ; Se Yoon PARK ; Eun Hee SONG ; Ki-Ho PARK ; Oh Hyun CHO ; Sang-Ho CHOI ; The Korean SSTI Study Group
Infection and Chemotherapy 2021;53(1):46-52
Background:
Pyomyositis (PM) is a serious soft tissue infection and despite its clinical importance, previous studies have not been able to fully determine the clinical characteristics and microbial epidemiology of PM in Korea, which we therefore aimed to investigate.
Materials and Methods:
We retrospectively identified 140 adult patients diagnosed with PM from 13 general hospitals between January 2012 and December 2015. We analyzed the clinical and microbial characteristics of community-onset PM and compared them with communityacquired (CA) and healthcare-associated (HCA) PM.
Results:
One hundred eleven organisms were isolated from 96 (68.6%) patients with PM.Staphylococcus aureus (38 patients) was the most common pathogen, followed by streptococci (24 patients), and enteric Gram-negative organisms (27 patients). Methicillin-resistant S.aureus (MRSA) was identified in four (2.9%) patients and in-hospital mortality reached 8.6% (12/140). Enterococci isolates were identified in the HCA PM subgroup only The proportion of MRSA isolates was not comparable between CA and HCA PM subgroups. In the 83 patients with PM infected by monomicrobial pathogens, isolates of Gram-negative organisms were more commonly found in HCA PM subgroup than in CA PM subgroup (47.6% [10/21] of patients with HCA PM vs. 20.7% [12/58] of patients with CA PM; P = 0.01).
Conclusion
Gram-positive cocci such as S. aureus and streptococci were dominant etiologies in community-onset PM, whereas MRSA appears to an uncommon causative organism of PM in Korea. Enteric Gram-negative organisms should also be considered as major etiologies, especially in HCA PM patient population in Korea.
4.Machine-Learning-Based Approach to Differential Diagnosis in Tuberculous and Viral Meningitis
Young-Seob JEONG ; Minjun JEON ; Joung Ha PARK ; Min-Chul KIM ; Eunyoung LEE ; Se Yoon PARK ; Yu-Mi LEE ; Sungim CHOI ; Seong Yeon PARK ; Ki-Ho PARK ; Sung-Han KIM ; Min Huok JEON ; Eun Ju CHOO ; Tae Hyong KIM ; Mi Suk LEE ; Tark KIM
Infection and Chemotherapy 2021;53(1):53-62
Background:
Tuberculous meningitis (TBM) is the most severe form of tuberculosis, but differentiating between the diagnosis of TBM and viral meningitis (VM) is difficult. Thus, we have developed machine-learning modules for differentiating TBM from VM.Material and Methods: For the training data, confirmed or probable TBM and confirmed VM cases were retrospectively collected from five teaching hospitals in Korea between January 2000 - July 2018. Various machine-learning algorithms were used for training. The machinelearning algorithms were tested by the leave-one-out cross-validation. Four residents and two infectious disease specialists were tested using the summarized medical information.
Results:
The training study comprised data from 60 patients with confirmed or probable TBM and 143 patients with confirmed VM. Older age, longer symptom duration before the visit, lower serum sodium, lower cerebrospinal fluid (CSF) glucose, higher CSF protein, and CSF adenosine deaminase were found in the TBM patients. Among the various machinelearning algorithms, the area under the curve (AUC) of the receiver operating characteristics of artificial neural network (ANN) with ImperativeImputer for matrix completion (0.85; 95% confidence interval 0.79 - 0.89) was found to be the highest. The AUC of the ANN model was statistically higher than those of all the residents (range 0.67 - 0.72, P <0.001) and an infectious disease specialist (AUC 0.76; P = 0.03).
Conclusion
The machine-learning techniques may play a role in differentiating between TBM and VM. Specifically, the ANN model seems to have better diagnostic performance than the non-expert clinician.
5.Early Intravenous Colistin Therapy as a Favorable Prognostic Factor for 28-day Mortality in Patients with CRAB Bacteremia: a Multicenter Propensity Score-Matching Analysis
Tark KIM ; Ki Ho PARK ; Shi Nae YU ; Seong Yeon PARK ; Se Yoon PARK ; Yu Mi LEE ; Min Hyok JEON ; Eun Ju CHOO ; Tae Hyong KIM ; Mi Suk LEE ; EunJung LEE
Journal of Korean Medical Science 2019;34(39):e256-
BACKGROUND: Carbapenem-resistant Acinetobacter baumannii (CRAB) infection is associated with high mortality. One of the strategies to reduce the mortality in patients with CRAB infections is to use intravenous colistin early but the effect of this strategy has not been proven. Therefore, we investigated the association of early colistin therapy with 28-day mortality in patients with CRAB bacteremia. METHODS: This retrospective multicenter propensity score-matching analysis was conducted in the Korea by reviewing the medical records of adult patients with CRAB bacteremia between January 2012 and March 2015. Early colistin therapy was defined as intravenous colistin administration for > 48 hours within five days after the blood culture collection. To identify the risk factors associated with the 28-day mortality in CRAB bacteremia, the clinical variables of the surviving patients were compared to those of the deceased patients. RESULTS: Of 303 enrolled patients, seventy-six (25.1%) patients received early colistin therapy. The 28-day mortality was 61.4% (186/303). Fatal or rapidly-fatal McCabe classifications, intensive care unit admission, Sequential Organ Failure Assessment scores ≥ 8, vasopressor use, and acute kidney injury were statistically independent poor prognostic factors. Catheter-related infection and early colistin therapy (adjusted odds ratio [aOR], 0.45; 95% confidence interval [CI], 0.21–0.94) were independent favorable prognostic factors associated with 28-day mortality in patients with CRAB bacteremia. Early colistin therapy was still significantly associated with lower 28-day mortality in the propensity score-matching analysis (aOR, 0.31; 95% CI, 0.11–0.88). CONCLUSION: This study suggests that early colistin therapy might help reduce the mortality of patients with CRAB bacteremia.
Acinetobacter
;
Acinetobacter baumannii
;
Acute Kidney Injury
;
Adult
;
Bacteremia
;
Catheter-Related Infections
;
Classification
;
Colistin
;
Humans
;
Intensive Care Units
;
Korea
;
Medical Records
;
Mortality
;
Odds Ratio
;
Organ Dysfunction Scores
;
Retrospective Studies
;
Risk Factors
6.Clinical Guidelines for the Antibiotic Treatment for Community-Acquired Skin and Soft Tissue Infection.
Yee Gyung KWAK ; Seong Ho CHOI ; Tark KIM ; Seong Yeon PARK ; Soo Hong SEO ; Min Bom KIM ; Sang Ho CHOI
Infection and Chemotherapy 2017;49(4):301-325
Skin and soft tissue infection (SSTI) is common and important infectious disease. This work represents an update to 2012 Korean guideline for SSTI. The present guideline was developed by the adaptation method. This clinical guideline provides recommendations for the diagnosis and management of SSTI, including impetigo/ecthyma, purulent skin and soft tissue infection, erysipelas and cellulitis, necrotizing fasciitis, pyomyositis, clostridial myonecrosis, and human/animal bite. This guideline targets community-acquired skin and soft tissue infection occurring among adult patients aged 16 years and older. Diabetic foot infection, surgery-related infection, and infections in immunocompromised patients were not included in this guideline.
Adult
;
Cellulitis
;
Communicable Diseases
;
Diabetic Foot
;
Diagnosis
;
Erysipelas
;
Fasciitis
;
Fasciitis, Necrotizing
;
Humans
;
Immunocompromised Host
;
Impetigo
;
Methods
;
Pyomyositis
;
Skin*
;
Soft Tissue Infections*
7.A case of portal hypertension by presumed as plexiform neurofibroma at the hepatic hilum.
Kyung Han LEE ; Sun Hong YOO ; Gi Tark NOH ; Won Suk HEO ; Byung Seong KO ; Jung Ah CHIO ; Hyo Jin CHO ; Jin Young CHOI ; Hee Jun KIM ; Won SOHN ; Sang Jong PARK ; Young Min PARK
Clinical and Molecular Hepatology 2016;22(2):276-280
Neurofibromas can occur anywhere in the body, but they usually involve the head, neck, pelvis, and extremities. Abdominal visceral involvement is rare, and intrahepatic involvement is even less common. We describe a patient who suffered from plexiform neurofibromatosis with liver involvement. A 49-year-old man, who had previously been diagnosed with neurofibromatosis, underwent esophagogastroduodenoscopy and abdominal ultrasonography for screening purposes. Esophagogastroduodenoscopy showed grade 2 esophageal varices and abdominal ultrasonography showed conglomerated nodules with echogenic appearances in the perihepatic space. Magnetic resonance imaging showed presumed plexiform neurofibroma involving the lesser sac and hepatic hilum and encasing the common hepatic artery celiac trunk and superior mesenteric artery left portal triad. We report an unusual case of portal hypertension attributed to the compressive narrowing of the portal vein by presumed as plexiform neurofibroma at the lesser sac and hepatic hilum.
Abdomen/diagnostic imaging
;
Endoscopy, Digestive System
;
Esophageal and Gastric Varices/pathology
;
Hepatic Artery/diagnostic imaging
;
Humans
;
Hypertension, Portal/*diagnosis
;
Liver/diagnostic imaging
;
Magnetic Resonance Imaging
;
Male
;
Middle Aged
;
Neurofibroma, Plexiform/*diagnosis/diagnostic imaging
;
Tomography, X-Ray Computed
;
Ultrasonography
8.Versatility of n-butyl-2-Cyanoacrylate for the Reconstruction of Frontal Sinus Comminuted Fracture in Children.
Yong Seok LEE ; Sang Gue KANG ; Nam Joo CHUN ; Cheol Hann KIM ; Min Seong TARK
Journal of the Korean Society of Plastic and Reconstructive Surgeons 2011;38(1):96-101
PURPOSE: In treatment of facial bone fracture, occurred in children, we generally use wires, miniplate, absorbable plate or their combination. These foreign bodies can be palpable, and sometimes may cause infections, and need reoperation for removing. When bone fragments are multiple, small or thin, they are hard to handle and make accurate reduction of all fragments. In these cases, a biodegradable tissue adhesive, Histoacryl(R) (n-butyl-2-cyanoacrylate), can be used as fixation technique for small, multiple, and thin fracture fragments. METHODS: 3 years old and 6 years old children, who has comminuted fracture on frontal sinus, we used Histoacryl(R) for fixation of multiple bone fragments. After approaching by coronal incision, we pulled out all bone fragments and reconstructed bone fragments by Histoacryl(R) and fixed those on frontal sinus by absorbable plates. RESULTS: Photographs and 3-dimensional CT obtained preoperatively and postoperatively. And we compared them each other in terms of accuracy of reconstructed bony contour. We could reconstruct almost all bone fragments easily along 3-dimensional structure and get excellent aesthetic results. There was no complication such as infection. CONCLUSION: In treatment of comminuted facial bone fracture, occurred in children, Histoacryl(R) is an excellent method for accurate reconstruction in small and thin bone fragments which cannot be fixed by wire, miniplate or absorbable plate without complication.
Child
;
Enbucrilate
;
Facial Bones
;
Foreign Bodies
;
Fractures, Comminuted
;
Frontal Sinus
;
Humans
;
Reoperation
;
Tissue Adhesives
9.Compression of the Superficial Radial Nerve by Schwannoma: A Case Report.
Hyun Sung KIM ; Chul Han KIM ; Sang Gue KANG ; Min Seong TARK
Journal of the Korean Society of Plastic and Reconstructive Surgeons 2011;38(4):494-497
PURPOSE: Schwannoma, a benign peripheral nerve tumor, is slow-growing, encapsulated neoplasm that originates from the Schwann cell of the nerve sheath. Schwannoma most frequently involves the major nerve. Schwannoma occurring in the superficial radial nerve rare. This is a report of our experience with schwannoma arising from the superficial radial nerve with neurologic symptom. METHODS: A 55-year-old woman presented with eight-month history of progressive numbness and paresthesia in dorsum of the thumb and index finger. Physical examination revealed a localized mass on the midforearm. Sonographic examination showed an ovoid, heterogenous, hypoechoic lesion, located eccentrically in related to the superficial radial nerve. The lesion was mobile in the transverse but not in the longitudinal axis of the nerve, which was thought to favour schwannoma rather than neurofibroma. At operation, a 20 x 15 mm ovoid, yellowish grey mass was seen arising from the superficial radial nerve. The tumor present as eccentric masses over which the nerve fibers are splayed. Using operating microscope, the tumor was removed, preserving the surrounding nerve. RESULTS: Histology confirmed that the mass was a benign schwannoma. There were no postoperative complications. After two months the patient had no clinically demonstrable sensory deficit. CONCLUSION: An unsusual case of a schwannoma of the superficial radial nerve is presented. In case with neurologic symptom, prompt surgical decompression must be made to prevent further nerve damage and to restore nerve function early.
Axis, Cervical Vertebra
;
Decompression, Surgical
;
Female
;
Fingers
;
Humans
;
Hypesthesia
;
Middle Aged
;
Nerve Fibers
;
Neurilemmoma
;
Neurofibroma
;
Neurologic Manifestations
;
Paresthesia
;
Peripheral Nervous System Neoplasms
;
Physical Examination
;
Postoperative Complications
;
Radial Nerve
;
Thumb
10.Schwannoma of the Foot: A Case Report.
Woo Jin SONG ; Chul Han KIM ; Sang Gue KANG ; Min Seong TARK ; In Ho CHOI
Journal of the Korean Society of Plastic and Reconstructive Surgeons 2011;38(6):890-893
PURPOSE: Schwannoma is a slow-growing, encapsulated benign peripheral nerve tumor that originates from the Schwann cell of the nerve sheath. Schwannoma most frequently involves the major nerve. Schwannoma of the foot is rare. This is a report of our experience with a small, deep-seated, and non-palpable schwannoma occurring in the foot. METHODS: A 42-year-old woman presented with the plantar pain of the right foot during 2 years. Physical examination did not identified a palpable mass. She made a clinical diagnosis of plantar fasciitis and was conservatively treated 2 years ago. Since her plantar foot pain was aggravated, she was recently visited again. For the evaluation of her plantar foot pain, sonographic examination of the whole right foot was performed, and it revealed a small hypoechoic hetergenous, deep-seated mass beneath the plantar aponeurosis. At operation, a 0.7x0.6x0.4cm sized, ovoid, yellowish grey mass was removed. RESULTS: Histology was confirmed that the mass was a benign schwannoma. There were no postoperative complications. CONCLUSION: Unsusual case of a schwannoma with the plantar foot pain during 2 years is presented. It should be recognized a small, deep-seated, non-palpable schwannoma as a possible cause of plantar foot pain.
Adult
;
Fasciitis, Plantar
;
Female
;
Foot
;
Humans
;
Neurilemmoma
;
Peripheral Nervous System Neoplasms
;
Physical Examination

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