1.Effectiveness and Causes of Early Cessation of Intravenous Patient-Controlled Analgesia in Orthopedic Surgery
Bong-Ju LEE ; Chul-Hyung LEE ; Jongjin GO
The Journal of the Korean Orthopaedic Association 2022;57(1):27-34
Purpose:
This study examined the frequency of early cessation of intravenous patient-controlled analgesia (IV-PCA) after orthopedic surgery, and the difference in frequency according to the surgical site and type to determine the factors affecting the early cessation of IVPCA.
Materials and Methods:
Based on the medical records of 2,915 patients using PCA after orthopedic surgery from October 2018 to February 2020, sex, age, smoking status, surgical site, operation name, anesthesia method, PCA usage time, satisfaction, side effects, early discontinuation and the reason of early discontinuation were assessed. Orthopedic surgery was classified into major surgery and minor surgery, and the surgical site was classified into the upper limb, lower limb, and spine. The reasons for discontinuation were side effects, patient rejection, and discharge. The factors affecting early discontinuation were identified by univariate analysis, and the degree of each factor affecting early discontinuation was confirmed by logistic regression analysis.
Results:
The early discontinuation rate of IV-PCA was 6% (upper limb: 8.3%, lower limb: 5.7%). Univariate analysis identified, age, surgical site, surgical classification, anesthesia method, PCA usage time, satisfaction, and side effects as factors affecting early discontinuation. Logistic regression analysis showed that early discontinuation of the upper limb surgery was higher than the lower extremity surgery (p=0.005, odds ratio [OR]=1.78). Moreover, that the early discontinuation of minority surgery was higher than that of major surgery (p=0.002, OR=2.029). The most common reason for early discontinuation in lower extremity surgery is the side effects (71.5%), whereas patient rejection was the major reason in upper limb surgery (41.7%).
Conclusion
Early cessation of IV-PCA for postoperative pain control was more frequent in upper extremity surgery than lower extremity surgery. The rate of early discontinuation due to simple rejection or discharge of patients was higher in the upper extremity surgery than lower extremity surgery. Therefore, methods such as neuroaxial anesthesia should be considered for pain control after upper limb surgery rather than IV-PCA.
2.Feasibility of Deep Learning-Based Analysis of Auscultation for Screening Significant Stenosis of Native Arteriovenous Fistula for Hemodialysis Requiring Angioplasty
Jae Hyon PARK ; Insun PARK ; Kichang HAN ; Jongjin YOON ; Yongsik SIM ; Soo Jin KIM ; Jong Yun WON ; Shina LEE ; Joon Ho KWON ; Sungmo MOON ; Gyoung Min KIM ; Man-deuk KIM
Korean Journal of Radiology 2022;23(10):949-958
Objective:
To investigate the feasibility of using a deep learning-based analysis of auscultation data to predict significant stenosis of arteriovenous fistulas (AVF) in patients undergoing hemodialysis requiring percutaneous transluminal angioplasty (PTA).
Materials and Methods:
Forty patients (24 male and 16 female; median age, 62.5 years) with dysfunctional native AVF were prospectively recruited. Digital sounds from the AVF shunt were recorded using a wireless electronic stethoscope before (pre-PTA) and after PTA (post-PTA), and the audio files were subsequently converted to mel spectrograms, which were used to construct various deep convolutional neural network (DCNN) models (DenseNet201, EfficientNetB5, and ResNet50). The performance of these models for diagnosing ≥ 50% AVF stenosis was assessed and compared. The ground truth for the presence of ≥ 50% AVF stenosis was obtained using digital subtraction angiography. Gradient-weighted class activation mapping (Grad-CAM) was used to produce visual explanations for DCNN model decisions.
Results:
Eighty audio files were obtained from the 40 recruited patients and pooled for the study. Mel spectrograms of “pre-PTA” shunt sounds showed patterns corresponding to abnormal high-pitched bruits with systolic accentuation observed in patients with stenotic AVF. The ResNet50 and EfficientNetB5 models yielded an area under the receiver operating characteristic curve of 0.99 and 0.98, respectively, at optimized epochs for predicting ≥ 50% AVF stenosis. However, GradCAM heatmaps revealed that only ResNet50 highlighted areas relevant to AVF stenosis in the mel spectrogram.
Conclusion
Mel spectrogram-based DCNN models, particularly ResNet50, successfully predicted the presence of significant AVF stenosis requiring PTA in this feasibility study and may potentially be used in AVF surveillance.
3.The Characteristics of Women with Subsequent Distal Radius Fracture after Initial Distal Radius Fracture
Jongjin LEE ; Jae Kwang KIM ; Minyoung OH ; Young Ho SHIN
Journal of Bone Metabolism 2021;28(2):123-129
Background:
The purpose of this study was to investigate the characteristics of women with subsequent distal radius fracture (DRF) and to compare bone fragility variables in women with initial and subsequent DRF.
Methods:
We enrolled 227 women who experienced DRF (203 women with initial DRF and 24 women with subsequent DRF) between September 2016 and April 2019. We compared demographic characteristics and bone fragility variables, including bone mineral density, trabecular bone score, hip geometry, bicortical thickness of the distal radius, and fracture risk assessment tool (FRAX) scores between the 2 groups. To reduce bias, patients with subsequent DRF were propensity score-matched in a 1:2 manner with patients affected by initial DRF, and additional comparisons were performed.
Results:
Patients in the subsequent DRF group were older than those in the initial DRF group, but this difference was not significant (P=0.091). The proportion of patients receiving treatment with osteoporosis medication was significantly higher in the subsequent DRF group (41.7% vs. 19.2%, P=0.011). Bone fragility variables did not differ significantly between the 2 groups. However, the ten-year probability of major osteoporotic fractures based on FRAX scores was significantly higher in patients with subsequent DRF (7.5% vs. 10.8%, P<0.001). Similar results were observed when comparing the propensity score-matched initial and subsequent DRF groups.
Conclusions
These findings suggest that the occurrence of subsequent DRF after initial DRF can be attributed to multiple factors rather than bone fragility alone. Systematic and multidisciplinary management would be helpful in preventing the occurrence of subsequent DRF after the initial DRF.
4.LI-RADS Version 2018 Treatment Response Algorithm: Diagnostic Performance after Transarterial Radioembolization for Hepatocellular Carcinoma
Jongjin YOON ; Sunyoung LEE ; Jaeseung SHIN ; Seung-seob KIM ; Gyoung Min KIM ; Jong Yun WON
Korean Journal of Radiology 2021;22(8):1279-1288
Objective:
To assess the diagnostic performance of the Liver Imaging Reporting and Data System (LI-RADS) version 2018 treatment response algorithm (TRA) for the evaluation of hepatocellular carcinoma (HCC) treated with transarterial radioembolization.
Materials and Methods:
This retrospective study included patients who underwent transarterial radioembolization for HCC followed by hepatic surgery between January 2011 and December 2019. The resected lesions were determined to have either complete (100%) or incomplete (< 100%) necrosis based on histopathology. Three radiologists independently reviewed the CT or MR images of pre- and post-treatment lesions and assigned categories based on the LI-RADS version 2018 and the TRA, respectively. Diagnostic performances of LI-RADS treatment response (LR-TR) viable and nonviable categories were assessed for each reader, using histopathology from hepatic surgeries as a reference standard. Inter-reader agreements were evaluated using Fleiss κ.
Results:
A total of 27 patients (mean age ± standard deviation, 55.9 ± 9.1 years; 24 male) with 34 lesions (15 with complete necrosis and 19 with incomplete necrosis on histopathology) were included. To predict complete necrosis, the LR-TR nonviable category had a sensitivity of 73.3–80.0% and a specificity of 78.9–89.5%. For predicting incomplete necrosis, the LR-TR viable category had a sensitivity of 73.7–79.0% and a specificity of 93.3–100%. Five (14.7%) of 34 treated lesions were categorized as LR-TR equivocal by consensus, with two of the five lesions demonstrating incomplete necrosis. Interreader agreement for the LR-TR category was 0.81 (95% confidence interval: 0.66–0.96).
Conclusion
The LI-RADS version 2018 TRA can be used to predict the histopathologic viability of HCCs treated with transarterial radioembolization.
5.LI-RADS Version 2018 Treatment Response Algorithm: Diagnostic Performance after Transarterial Radioembolization for Hepatocellular Carcinoma
Jongjin YOON ; Sunyoung LEE ; Jaeseung SHIN ; Seung-seob KIM ; Gyoung Min KIM ; Jong Yun WON
Korean Journal of Radiology 2021;22(8):1279-1288
Objective:
To assess the diagnostic performance of the Liver Imaging Reporting and Data System (LI-RADS) version 2018 treatment response algorithm (TRA) for the evaluation of hepatocellular carcinoma (HCC) treated with transarterial radioembolization.
Materials and Methods:
This retrospective study included patients who underwent transarterial radioembolization for HCC followed by hepatic surgery between January 2011 and December 2019. The resected lesions were determined to have either complete (100%) or incomplete (< 100%) necrosis based on histopathology. Three radiologists independently reviewed the CT or MR images of pre- and post-treatment lesions and assigned categories based on the LI-RADS version 2018 and the TRA, respectively. Diagnostic performances of LI-RADS treatment response (LR-TR) viable and nonviable categories were assessed for each reader, using histopathology from hepatic surgeries as a reference standard. Inter-reader agreements were evaluated using Fleiss κ.
Results:
A total of 27 patients (mean age ± standard deviation, 55.9 ± 9.1 years; 24 male) with 34 lesions (15 with complete necrosis and 19 with incomplete necrosis on histopathology) were included. To predict complete necrosis, the LR-TR nonviable category had a sensitivity of 73.3–80.0% and a specificity of 78.9–89.5%. For predicting incomplete necrosis, the LR-TR viable category had a sensitivity of 73.7–79.0% and a specificity of 93.3–100%. Five (14.7%) of 34 treated lesions were categorized as LR-TR equivocal by consensus, with two of the five lesions demonstrating incomplete necrosis. Interreader agreement for the LR-TR category was 0.81 (95% confidence interval: 0.66–0.96).
Conclusion
The LI-RADS version 2018 TRA can be used to predict the histopathologic viability of HCCs treated with transarterial radioembolization.
6.The Characteristics of Women with Subsequent Distal Radius Fracture after Initial Distal Radius Fracture
Jongjin LEE ; Jae Kwang KIM ; Minyoung OH ; Young Ho SHIN
Journal of Bone Metabolism 2021;28(2):123-129
Background:
The purpose of this study was to investigate the characteristics of women with subsequent distal radius fracture (DRF) and to compare bone fragility variables in women with initial and subsequent DRF.
Methods:
We enrolled 227 women who experienced DRF (203 women with initial DRF and 24 women with subsequent DRF) between September 2016 and April 2019. We compared demographic characteristics and bone fragility variables, including bone mineral density, trabecular bone score, hip geometry, bicortical thickness of the distal radius, and fracture risk assessment tool (FRAX) scores between the 2 groups. To reduce bias, patients with subsequent DRF were propensity score-matched in a 1:2 manner with patients affected by initial DRF, and additional comparisons were performed.
Results:
Patients in the subsequent DRF group were older than those in the initial DRF group, but this difference was not significant (P=0.091). The proportion of patients receiving treatment with osteoporosis medication was significantly higher in the subsequent DRF group (41.7% vs. 19.2%, P=0.011). Bone fragility variables did not differ significantly between the 2 groups. However, the ten-year probability of major osteoporotic fractures based on FRAX scores was significantly higher in patients with subsequent DRF (7.5% vs. 10.8%, P<0.001). Similar results were observed when comparing the propensity score-matched initial and subsequent DRF groups.
Conclusions
These findings suggest that the occurrence of subsequent DRF after initial DRF can be attributed to multiple factors rather than bone fragility alone. Systematic and multidisciplinary management would be helpful in preventing the occurrence of subsequent DRF after the initial DRF.
7.Metachronous Sporadic Sextuple Primary Malignancies Including Bilateral Breast Cancers
Ki-Tae HWANG ; Myong Jin KIM ; A Jung CHU ; Jeong Hwan PARK ; Jongjin KIM ; Jong Yoon LEE ; In Sil CHOI ; Jin Hyun PARK ; Ji Hyun CHANG ; Kyu Ri HWANG
Journal of Breast Cancer 2020;23(4):438-446
Multiple primary malignancies are defined as the presence of more than one malignant neoplasm with a distinct histology occurring at different sites in the same individual. They are classified as synchronous or metachronous according to the diagnostic time interval of different malignancies. Diagnosis of multiple primary malignancies should avoid misclassification from multifocal/multicentric tumors or recurrent/metastatic lesions.In multiple primary malignancies, with increase in the number of primary tumors, the frequency rapidly decreases. Here, we report an exceptionally rare case of a woman who was diagnosed with metachronous sporadic sextuple primary malignancies including bilateral breast cancers (gastric cancer, ovarian Sertoli-Leydig cell tumor, left breast cancer, thyroid cancer, right breast cancer, and rectal neuroendocrine tumor). The sextuple primary malignancies in this case involved 5 different organs: the stomach, ovary, thyroid, rectum, and bilateral breasts. Further studies are needed to elucidate the current epidemiologic status of patients with multiple primary malignancies.
8.Breast Sparganosis Presenting with a Painless Breast Lump: Report of Two Cases
Moon Young OH ; Kyoung Eun KIM ; Min Jung KIM ; Ajung CHU ; Jong Yoon LEE ; Jeong Hwan PARK ; Jongjin KIM ; Ki Tae HWANG
The Korean Journal of Parasitology 2019;57(2):179-184
Sparganosis is a parasitic infestation caused by sparganum, a plerocercoid tapeworm larva of the genus Spirometra. Since the first case of human sparganosis reported in 1908, sparganosis has been a global disease, and is common in China, Japan, and Southeast Asian countries. Consumption of raw snakes, frogs, fish, or drinking contaminated beverages are sources of human infections. Human sparganosis usually manifests in subcutaneous fat in areas such as the abdomen, genitourinary tract, and limbs. Breast sparganosis cases are rare, representing less than 2% of total cases of human infections. Complete surgical extraction of the sparganum is the treatment of choice. Because of the rarity of the disease, clinical suspicion is vital to reach the diagnosis of breast sparganosis. Here we report 2 rare cases of breast sparganosis presenting with a painless breast lump, both treated with surgical excision and sparganum extraction.
Abdomen
;
Asian Continental Ancestry Group
;
Beverages
;
Breast
;
Cestoda
;
China
;
Diagnosis
;
Drinking
;
Extremities
;
Humans
;
Japan
;
Larva
;
Snakes
;
Sparganosis
;
Sparganum
;
Spirometra
;
Subcutaneous Fat
9.An Norovirus Outbreak at a Local Festival in Chungnam Korea
Hyunah LEE ; Donguk KIM ; Seongmin PARK ; Jongjin PARK ; Hae Sung NAM ; Jinha CHOI ; Junhyuk PARK
Journal of Bacteriology and Virology 2019;49(2):81-88
Noroviruses (NoV) are the major viral pathogen causing epidemic acute gastroenteritis and outbreaks of foodborne and waterborne illness. During the local festival in Chungnam province, group food poisoning occurred outbreak by NoV infections in Jan 2019. In this study, epidemiological analysis and molecular characterization were conducted such as genotyping, phylogeny. The prevalent genotypes of food poisoning events were NoV GII.3 and GII.17, and NoV GII.3 and GII.17 isolates of this study were completely matched in nucleotide sequence comparison of capsid gene region, respectively. In underground water and stream water, various multiple genotypes of noroviruses were detected including NoV GII.3, GII.8 and GI.4 in aquatic environment of the local festival site. Among 32 worker samples, various NoVs of five genotypes (GI.7, GI.8, GII.3, GII.8, GII.17) were detected in 12 samples and expected to causing NoV contaminated by exposure to groundwater. NoV genotype GII.3, which was detected from groundwater 2, was completely consistent with that of patients and workers. Therefore, groundwater within the local festival site could be main cause of food poisoning event. Because NoV outbreaks are caused by fecal to oral transmission, proper management of sewage purification facilities, groundwater and sanitary toilets is required for many visitors, and efforts are needed to maintain clean environment.
Base Sequence
;
Capsid
;
Chungcheongnam-do
;
Disease Outbreaks
;
Epidemiologic Studies
;
Foodborne Diseases
;
Gastroenteritis
;
Genotype
;
Groundwater
;
Holidays
;
Humans
;
Korea
;
Norovirus
;
Phylogeny
;
Rivers
;
Sewage
;
Water
10.Prognostic influence of 3-dimensional tumor volume on breast cancer compared to conventional 1-dimensional tumor size.
Ki Tae HWANG ; Wonshik HAN ; Sang Mok LEE ; Jaewoo CHOI ; Jongjin KIM ; Jiyoung RHU ; Young A KIM ; Dong Young NOH
Annals of Surgical Treatment and Research 2018;95(4):183-191
PURPOSE: The prognostic influence of 3-dimensional tumor volume (Tv) on breast cancer compared to conventional 1-dimensional tumor size (T) was investigated. METHODS: Analysis was performed on a cohort of 8,996 primary breast cancer patients who were initially diagnosed with TNM stage I–III. Tumor size was defined as the maximum tumor dimension, and Tv was calculated by the equation of (4π× r1 × r2 × r3)/3; r1, r2, and r3 were defined as half of the largest, intermediate, and shortest dimension of the tumor, respectively. Tv was classified into Tv1, Tv2, and Tv3 according to the cut off values of 2.056 cm3 and 20.733 cm3. RESULTS: The survival curves according to both the T and Tv categories were clearly differentiated (all P < 0.001), as were those for staging by T and Tv (all P < 0.001). In T1 and T2 tumors, the Tv1 group showed superior survival over the Tv2 group (T1, P < 0.001; T2, P = 0.001). Univariate and multivariate analysis both indicated that Tv was a significant prognostic factor (both P < 0.001). The receiver operating characteristic curve showed that the area under the curves were 0.712 (P < 0.001) for Tv and 0.699 (P < 0.001) for T. Positive correlations were observed between the number of positive nodes and T (coefficient = 0.325; P < 0.001), and between the number of positive nodes and Tv (coefficient = 0.321; P < 0.001). CONCLUSION: Tv classification works well for predicting the prognosis of breast cancer, and it is a better predictor than conventional T classification in several aspects. Further studies are needed to validate the practical usefulness of Tv classification in clinical settings.
Breast Neoplasms*
;
Breast*
;
Classification
;
Cohort Studies
;
Humans
;
Multivariate Analysis
;
Prognosis
;
ROC Curve
;
Survival Analysis
;
Tumor Burden*

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