1.Association of COX-2 Selectivity in Pain Medication Use with Endometriosis Incidence:Retrospective Cohort Study
Jongchan PARK ; Hye Jin CHANG ; Kyung Joo HWANG ; Sun Hyung YUM ; Chang Eun PARK ; Joo Hee KIM ; Miran KIM
Yonsei Medical Journal 2025;66(6):374-382
Purpose:
This retrospective cohort study aimed to investigate the association between the use of pain medications with varying cyclooxygenase-2 (COX-2) selectivity and the incidence of endometriosis (EMS) in women.
Materials and Methods:
Medical records from January 1, 1994, to December 31, 2022, were retrospectively analyzed. The cohort included 33406 patients diagnosed with any pain-related condition who were prescribed either selective COX-2 inhibitors or nonsteroidal anti-inflammatory drugs (NSAIDs). Patients were followed for up to 5 years from the cohort entry date. The incidence of EMS was compared between the two medication groups using Cox proportional hazards models, adjusting for confounding factors such as age, past drug use, and prior diagnosis.
Results:
The incidence rates of EMS were 3.00 per 1000 person-years in the COX-2 inhibitor group and 3.97 per 1000 person-years in the NSAIDs group. After adjustment for confounders, the hazard ratio for EMS incidence in the COX-2 inhibitor group compared to the NSAIDs group was 0.77 [95% confidence interval (CI), 0.63 to 0.93; p<0.01], indicating a significantly lower risk in the COX-2 inhibitor group. Subgroup analysis revealed that this association was particularly significant in younger women aged 20– 44 years, with a hazard ratio of 0.71 (95% CI, 0.54 to 0.95; p<0.05) in this age group.
Conclusion
The findings suggest that COX-2 inhibitors may reduce the incidence of EMS compared to traditional NSAIDs, highlighting their potential as a strategic option for managing EMS, particularly among younger women. Further prospective studies are needed to confirm these findings.
2.Association of COX-2 Selectivity in Pain Medication Use with Endometriosis Incidence:Retrospective Cohort Study
Jongchan PARK ; Hye Jin CHANG ; Kyung Joo HWANG ; Sun Hyung YUM ; Chang Eun PARK ; Joo Hee KIM ; Miran KIM
Yonsei Medical Journal 2025;66(6):374-382
Purpose:
This retrospective cohort study aimed to investigate the association between the use of pain medications with varying cyclooxygenase-2 (COX-2) selectivity and the incidence of endometriosis (EMS) in women.
Materials and Methods:
Medical records from January 1, 1994, to December 31, 2022, were retrospectively analyzed. The cohort included 33406 patients diagnosed with any pain-related condition who were prescribed either selective COX-2 inhibitors or nonsteroidal anti-inflammatory drugs (NSAIDs). Patients were followed for up to 5 years from the cohort entry date. The incidence of EMS was compared between the two medication groups using Cox proportional hazards models, adjusting for confounding factors such as age, past drug use, and prior diagnosis.
Results:
The incidence rates of EMS were 3.00 per 1000 person-years in the COX-2 inhibitor group and 3.97 per 1000 person-years in the NSAIDs group. After adjustment for confounders, the hazard ratio for EMS incidence in the COX-2 inhibitor group compared to the NSAIDs group was 0.77 [95% confidence interval (CI), 0.63 to 0.93; p<0.01], indicating a significantly lower risk in the COX-2 inhibitor group. Subgroup analysis revealed that this association was particularly significant in younger women aged 20– 44 years, with a hazard ratio of 0.71 (95% CI, 0.54 to 0.95; p<0.05) in this age group.
Conclusion
The findings suggest that COX-2 inhibitors may reduce the incidence of EMS compared to traditional NSAIDs, highlighting their potential as a strategic option for managing EMS, particularly among younger women. Further prospective studies are needed to confirm these findings.
3.Association of COX-2 Selectivity in Pain Medication Use with Endometriosis Incidence:Retrospective Cohort Study
Jongchan PARK ; Hye Jin CHANG ; Kyung Joo HWANG ; Sun Hyung YUM ; Chang Eun PARK ; Joo Hee KIM ; Miran KIM
Yonsei Medical Journal 2025;66(6):374-382
Purpose:
This retrospective cohort study aimed to investigate the association between the use of pain medications with varying cyclooxygenase-2 (COX-2) selectivity and the incidence of endometriosis (EMS) in women.
Materials and Methods:
Medical records from January 1, 1994, to December 31, 2022, were retrospectively analyzed. The cohort included 33406 patients diagnosed with any pain-related condition who were prescribed either selective COX-2 inhibitors or nonsteroidal anti-inflammatory drugs (NSAIDs). Patients were followed for up to 5 years from the cohort entry date. The incidence of EMS was compared between the two medication groups using Cox proportional hazards models, adjusting for confounding factors such as age, past drug use, and prior diagnosis.
Results:
The incidence rates of EMS were 3.00 per 1000 person-years in the COX-2 inhibitor group and 3.97 per 1000 person-years in the NSAIDs group. After adjustment for confounders, the hazard ratio for EMS incidence in the COX-2 inhibitor group compared to the NSAIDs group was 0.77 [95% confidence interval (CI), 0.63 to 0.93; p<0.01], indicating a significantly lower risk in the COX-2 inhibitor group. Subgroup analysis revealed that this association was particularly significant in younger women aged 20– 44 years, with a hazard ratio of 0.71 (95% CI, 0.54 to 0.95; p<0.05) in this age group.
Conclusion
The findings suggest that COX-2 inhibitors may reduce the incidence of EMS compared to traditional NSAIDs, highlighting their potential as a strategic option for managing EMS, particularly among younger women. Further prospective studies are needed to confirm these findings.
4.Association of COX-2 Selectivity in Pain Medication Use with Endometriosis Incidence:Retrospective Cohort Study
Jongchan PARK ; Hye Jin CHANG ; Kyung Joo HWANG ; Sun Hyung YUM ; Chang Eun PARK ; Joo Hee KIM ; Miran KIM
Yonsei Medical Journal 2025;66(6):374-382
Purpose:
This retrospective cohort study aimed to investigate the association between the use of pain medications with varying cyclooxygenase-2 (COX-2) selectivity and the incidence of endometriosis (EMS) in women.
Materials and Methods:
Medical records from January 1, 1994, to December 31, 2022, were retrospectively analyzed. The cohort included 33406 patients diagnosed with any pain-related condition who were prescribed either selective COX-2 inhibitors or nonsteroidal anti-inflammatory drugs (NSAIDs). Patients were followed for up to 5 years from the cohort entry date. The incidence of EMS was compared between the two medication groups using Cox proportional hazards models, adjusting for confounding factors such as age, past drug use, and prior diagnosis.
Results:
The incidence rates of EMS were 3.00 per 1000 person-years in the COX-2 inhibitor group and 3.97 per 1000 person-years in the NSAIDs group. After adjustment for confounders, the hazard ratio for EMS incidence in the COX-2 inhibitor group compared to the NSAIDs group was 0.77 [95% confidence interval (CI), 0.63 to 0.93; p<0.01], indicating a significantly lower risk in the COX-2 inhibitor group. Subgroup analysis revealed that this association was particularly significant in younger women aged 20– 44 years, with a hazard ratio of 0.71 (95% CI, 0.54 to 0.95; p<0.05) in this age group.
Conclusion
The findings suggest that COX-2 inhibitors may reduce the incidence of EMS compared to traditional NSAIDs, highlighting their potential as a strategic option for managing EMS, particularly among younger women. Further prospective studies are needed to confirm these findings.
5.Association of COX-2 Selectivity in Pain Medication Use with Endometriosis Incidence:Retrospective Cohort Study
Jongchan PARK ; Hye Jin CHANG ; Kyung Joo HWANG ; Sun Hyung YUM ; Chang Eun PARK ; Joo Hee KIM ; Miran KIM
Yonsei Medical Journal 2025;66(6):374-382
Purpose:
This retrospective cohort study aimed to investigate the association between the use of pain medications with varying cyclooxygenase-2 (COX-2) selectivity and the incidence of endometriosis (EMS) in women.
Materials and Methods:
Medical records from January 1, 1994, to December 31, 2022, were retrospectively analyzed. The cohort included 33406 patients diagnosed with any pain-related condition who were prescribed either selective COX-2 inhibitors or nonsteroidal anti-inflammatory drugs (NSAIDs). Patients were followed for up to 5 years from the cohort entry date. The incidence of EMS was compared between the two medication groups using Cox proportional hazards models, adjusting for confounding factors such as age, past drug use, and prior diagnosis.
Results:
The incidence rates of EMS were 3.00 per 1000 person-years in the COX-2 inhibitor group and 3.97 per 1000 person-years in the NSAIDs group. After adjustment for confounders, the hazard ratio for EMS incidence in the COX-2 inhibitor group compared to the NSAIDs group was 0.77 [95% confidence interval (CI), 0.63 to 0.93; p<0.01], indicating a significantly lower risk in the COX-2 inhibitor group. Subgroup analysis revealed that this association was particularly significant in younger women aged 20– 44 years, with a hazard ratio of 0.71 (95% CI, 0.54 to 0.95; p<0.05) in this age group.
Conclusion
The findings suggest that COX-2 inhibitors may reduce the incidence of EMS compared to traditional NSAIDs, highlighting their potential as a strategic option for managing EMS, particularly among younger women. Further prospective studies are needed to confirm these findings.
6.The association between nutrition label utilization and disease management education among hypertension or diabetes diagnosed in Korea using 2018 Community Health Survey: a cross-sectional study
Miran JIN ; Jayeun KIM ; Kyuhyun YOON
Korean Journal of Community Nutrition 2023;28(1):38-47
Objectives:
This study examined the association between the experience of disease management education and the use of nutrition labels according to the sociodemographic characteristics and health behaviors of people diagnosed with hypertension and diabetes living in the community.
Methods:
Among the participants from the Community Health Survey (2018), 74,283 individuals diagnosed with hypertension or diabetes were included in the study population. According to gender, this study evaluated nutrition label use by the experience of disease management education, individual sociodemographic characteristics, and health behavior. Finally, using multiple logistic regression analysis, the association between disease management education and nutrition labels was calculated using the odds ratio (OR) and 95% confidence interval (CI).
Results:
Males (24.5%) experienced more disease management education than females (22.6%). In addition, younger age, higher education level, and higher equalized personal income experienced more disease management education (P < 0.001). The educational experience rate was higher in the male subjects who did not smoke or were involved in high-risk alcohol consumption (P < 0.001). In addition, the rate of disease management education experience was significantly higher for both men and women who exercised by walking (P < 0.001). The use of nutrition labels was higher in females (9.9%) than males (5.8%), and both males and females were significantly higher in young age, high education, high income, and professional and office positions (P < 0.001). The utilization rate of nutrition labels was high in non-smoking male subjects and high-risk-drinking female subjects. In addition, the utilization rate of nutrition labels was significantly higher in males and females who exercised by walking and those who experienced disease management education (P < 0.001). After adjusting for individual sociodemographic characteristics, health behavior, and disease management education, the use of nutrition labels was high among females (OR 3.19, 95% CI 2.85-3.58), high income (Q4; OR 1.62, 95% CI 1.41-1.87, Q5; OR 1.58, 95% CI 1.37-1.84) and highly educated (high school; OR 2.87, 95% CI 2.62-3.14, above college; OR 5.60, 95% CI 5.02-6.23) while it was low in the elderly (OR 0.43, 95% CI 0.40-0.47), and economically inactive (OR 0.86, 95% CI 0.76-0.96). The use of nutrition labels was high in non-smokers (OR 1.29, 95% CI 1.13-1.48), nonhigh-risk drinkers (OR 1.22, 95% CI 1.08-1.38), and subjects who exercised walking (OR 1.44, 95% CI 1.34-1.54). There was no difference in the utilization rate of nutrition labels according to obesity, and the utilization rate of nutrition labels was significantly higher in subjects who had experienced disease education (OR 1.34, 95% CI 1.24-1.44).
Conclusions
Education on the use of nutrition labels, which contributes to food selection for healthy eating, might be a tool for dietary management. Moreover, the utilization rate can be a good indicator for predicting the proportion of the population practicing the guide for disease management. Improving the utilization rate of nutrition labels through disease management education can be a useful intervention for people with chronic diseases who need healthy eating habits for disease management and preventing complications, particularly those diagnosed with hypertension and diabetes.
7.A Case Report of Postinfectious Bronchiolitis Obliterans After Coronavirus Disease 2019 in a 10-YearOld Child
Miran LEE ; Jae-Yeon HWANG ; Su Eun PARK ; Sungsu JUNG ; Kyo Jin JO
Journal of Korean Medical Science 2022;37(31):e246-
Coronavirus disease 2019 (COVID-19) is usually less severe in children and adolescents than in adults. However, it can cause severe respiratory illness in a small proportion of children with risk factors. Here, we report a rare case of a 10-year-old boy with postinfectious bronchiolitis obliterans that developed after pneumonia caused by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). This patient was previously healthy apart from a high body mass index (BMI, 30.13; 99.6th percentile for the age bracket), history of preterm birth (35 weeks), and low birth weight (1,850 g). He had persistent exertional dyspnea after recovering from SARS-CoV-2-related pneumonia. Spirometry revealed obstructive lung disease with the following results: predicted forced vital capacity (FVC% pred ), 71%; forced expiratory volume in 1 second (FEV 1 % pred ), 63%; FEV 1 /FVC, 0.81; and forced expiratory flow 25-75 % pred , 55%. Chest computed tomography showed multifocal areas of parenchymal hyperlucency and mosaic attenuation in both lungs. This case suggests that careful observation of children with obesity and low birth weight is necessary after recovery from SARS-CoV-2-related pneumonia.
8.Machine Learning Model for Classifying the Results of Fetal Cardiotocography Conducted in High-Risk Pregnancies
Tae Jun PARK ; Hye Jin CHANG ; Byung Jin CHOI ; Jung Ah JUNG ; Seongwoo KANG ; Seokyoung YOON ; Miran KIM ; Dukyong YOON
Yonsei Medical Journal 2022;63(7):692-700
Purpose:
Fetal well-being is usually assessed via fetal heart rate (FHR) monitoring during the antepartum period. However, the interpretation of FHR is a complex and subjective process with low reliability. This study developed a machine learning model that can classify fetal cardiotocography results as normal or abnormal.
Materials and Methods:
In total, 17492 fetal cardiotocography results were obtained from Ajou University Hospital and 100 fetal cardiotocography results from Czech Technical University and University Hospital in Brno. Board-certified physicians then reviewed the fetal cardiotocography results and labeled 1456 of them as gold-standard; these results were used to train and validate the model. The remaining results were used to validate the clinical effectiveness of the model with the actual outcome.
Results:
In a test dataset, our model achieved an area under the receiver operating characteristic curve (AUROC) of 0.89 and area under the precision-recall curve (AUPRC) of 0.73 in an internal validation dataset. An average AUROC of 0.73 and average AUPRC of 0.40 were achieved in the external validation dataset. Fetus abnormality score, as calculated from the continuous fetal cardiotocography results, was significantly associated with actual clinical outcomes [intrauterine growth restriction: odds ratio, 3.626 (p=0.031); Apgar score 1 min: odds ratio, 9.523 (p<0.001), Apgar score 5 min: odds ratio, 11.49 (p=0.001), and fetal distress: odds ratio, 23.09 (p<0.001)].
Conclusion
The machine learning model developed in this study showed precision in classifying FHR signals. This suggests that the model can be applied to medical devices as a screening tool for monitoring fetal status.
9.Effect of coronavirus disease 2019 on febrile children’s visits to the emergency department of a tertiary hospital
Jin Ah KIM ; Meong Hi SON ; Miran PARK
Pediatric Emergency Medicine Journal 2021;8(1):8-15
Purpose:
During the coronavirus disease 2019 pandemic, many countries have reported sharp drops in the numbers of patients, especially children, seeking emergency care unrelated to the disease. The author investigated the patterns of febrile children’s visits to the emergency department (ED) of a tertiary hospital from 2017 through 2020.
Methods:
We compared the data of febrile children aged 15 years or younger who visited the ED in 2017-2019 and in 2020 (February through August, each year). Information on the children’s baseline characteristics, the Korean Triage and Acuity Scale 1-2 indicating a high severity, and ED disposition, such as hospitalization, were collected. In addition, we determined the number of children who underwent cancellation, defined as the leave of children without treatment, and the rates of respiratory virus polymerase chain reaction performance and its positivity.
Results:
In 2020, we noted decreases in the median monthly fever-related ED visits (2017-2019, 326 [interquartile range, 292-425] vs. 2020, 149 [132-182]; P < 0.001) with a shorter median fever duration (2017-2019, 11 [3-27] days vs. 2020, 9 [2-23] days; P < 0.001). However, in the same year, we noted increases in rates of the Korean Triage and Acuity Scale 1-2 (2017-2019, 5.7% vs. 2020, 16.4%; P < 0.001) and hospitalization (2017-2019, 23.5% vs. 2020, 35.7%; P < 0.001). We also noted increases in the number of cancellation and the rate of respiratory virus polymerase chain reaction performance rate, along with a decrease in its positive rate in 2020.
Conclusion
During the pandemic, the febrile children’s visits to the ED decreased in number. However, the severity remarkably increased, requiring more medical attention.
10.Effect of coronavirus disease 2019 on febrile children’s visits to the emergency department of a tertiary hospital
Jin Ah KIM ; Meong Hi SON ; Miran PARK
Pediatric Emergency Medicine Journal 2021;8(1):8-15
Purpose:
During the coronavirus disease 2019 pandemic, many countries have reported sharp drops in the numbers of patients, especially children, seeking emergency care unrelated to the disease. The author investigated the patterns of febrile children’s visits to the emergency department (ED) of a tertiary hospital from 2017 through 2020.
Methods:
We compared the data of febrile children aged 15 years or younger who visited the ED in 2017-2019 and in 2020 (February through August, each year). Information on the children’s baseline characteristics, the Korean Triage and Acuity Scale 1-2 indicating a high severity, and ED disposition, such as hospitalization, were collected. In addition, we determined the number of children who underwent cancellation, defined as the leave of children without treatment, and the rates of respiratory virus polymerase chain reaction performance and its positivity.
Results:
In 2020, we noted decreases in the median monthly fever-related ED visits (2017-2019, 326 [interquartile range, 292-425] vs. 2020, 149 [132-182]; P < 0.001) with a shorter median fever duration (2017-2019, 11 [3-27] days vs. 2020, 9 [2-23] days; P < 0.001). However, in the same year, we noted increases in rates of the Korean Triage and Acuity Scale 1-2 (2017-2019, 5.7% vs. 2020, 16.4%; P < 0.001) and hospitalization (2017-2019, 23.5% vs. 2020, 35.7%; P < 0.001). We also noted increases in the number of cancellation and the rate of respiratory virus polymerase chain reaction performance rate, along with a decrease in its positive rate in 2020.
Conclusion
During the pandemic, the febrile children’s visits to the ED decreased in number. However, the severity remarkably increased, requiring more medical attention.

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