1.Exploring methylation signatures for high de novo recurrence risk in hepatocellular carcinoma
Da-Won KIM ; Jin Hyun PARK ; Suk Kyun HONG ; Min-Hyeok JUNG ; Ji-One PYEON ; Jin-Young LEE ; Kyung-Suk SUH ; Nam-Joon YI ; YoungRok CHOI ; Kwang-Woong LEE ; Young-Joon KIM
Clinical and Molecular Hepatology 2025;31(2):563-576
Background/Aims:
Hepatocellular carcinoma (HCC) exhibits high de novo recurrence rates post-resection. Current post-surgery recurrence prediction methods are limited, emphasizing the need for reliable biomarkers to assess recurrence risk. We aimed to develop methylation-based markers for classifying HCC patients and predicting their risk of de novo recurrence post-surgery.
Methods:
In this retrospective cohort study, we analyzed data from HCC patients who underwent surgical resection in Korea, excluding those with recurrence within one year post-surgery. Using the Infinium Methylation EPIC array on 140 samples in the discovery cohort, we classified patients into low- and high-risk groups based on methylation profiles. Distinctive markers were identified through random forest analysis. These markers were validated in the cancer genome atlas (n=217), Validation cohort 1 (n=63) and experimental Validation using a methylation-sensitive high-resolution melting (MS-HRM) assay in Validation cohort 1 and Validation cohort 2 (n=63).
Results:
The low-risk recurrence group (methylation group 1; MG1) showed a methylation average of 0.73 (95% confidence interval [CI] 0.69–0.77) with a 23.5% recurrence rate, while the high-risk group (MG2) had an average of 0.17 (95% CI 0.14–0.20) with a 44.1% recurrence rate (P<0.03). Validation confirmed the applicability of methylation markers across diverse populations, showing high accuracy in predicting the probability of HCC recurrence risk (area under the curve 96.8%). The MS-HRM assay confirmed its effectiveness in predicting de novo recurrence with 95.5% sensitivity, 89.7% specificity, and 92.2% accuracy.
Conclusions
Methylation markers effectively classified HCC patients by de novo recurrence risk, enhancing prediction accuracy and potentially offering personalized management strategies.
2.Exploring methylation signatures for high de novo recurrence risk in hepatocellular carcinoma
Da-Won KIM ; Jin Hyun PARK ; Suk Kyun HONG ; Min-Hyeok JUNG ; Ji-One PYEON ; Jin-Young LEE ; Kyung-Suk SUH ; Nam-Joon YI ; YoungRok CHOI ; Kwang-Woong LEE ; Young-Joon KIM
Clinical and Molecular Hepatology 2025;31(2):563-576
Background/Aims:
Hepatocellular carcinoma (HCC) exhibits high de novo recurrence rates post-resection. Current post-surgery recurrence prediction methods are limited, emphasizing the need for reliable biomarkers to assess recurrence risk. We aimed to develop methylation-based markers for classifying HCC patients and predicting their risk of de novo recurrence post-surgery.
Methods:
In this retrospective cohort study, we analyzed data from HCC patients who underwent surgical resection in Korea, excluding those with recurrence within one year post-surgery. Using the Infinium Methylation EPIC array on 140 samples in the discovery cohort, we classified patients into low- and high-risk groups based on methylation profiles. Distinctive markers were identified through random forest analysis. These markers were validated in the cancer genome atlas (n=217), Validation cohort 1 (n=63) and experimental Validation using a methylation-sensitive high-resolution melting (MS-HRM) assay in Validation cohort 1 and Validation cohort 2 (n=63).
Results:
The low-risk recurrence group (methylation group 1; MG1) showed a methylation average of 0.73 (95% confidence interval [CI] 0.69–0.77) with a 23.5% recurrence rate, while the high-risk group (MG2) had an average of 0.17 (95% CI 0.14–0.20) with a 44.1% recurrence rate (P<0.03). Validation confirmed the applicability of methylation markers across diverse populations, showing high accuracy in predicting the probability of HCC recurrence risk (area under the curve 96.8%). The MS-HRM assay confirmed its effectiveness in predicting de novo recurrence with 95.5% sensitivity, 89.7% specificity, and 92.2% accuracy.
Conclusions
Methylation markers effectively classified HCC patients by de novo recurrence risk, enhancing prediction accuracy and potentially offering personalized management strategies.
3.Exploring methylation signatures for high de novo recurrence risk in hepatocellular carcinoma
Da-Won KIM ; Jin Hyun PARK ; Suk Kyun HONG ; Min-Hyeok JUNG ; Ji-One PYEON ; Jin-Young LEE ; Kyung-Suk SUH ; Nam-Joon YI ; YoungRok CHOI ; Kwang-Woong LEE ; Young-Joon KIM
Clinical and Molecular Hepatology 2025;31(2):563-576
Background/Aims:
Hepatocellular carcinoma (HCC) exhibits high de novo recurrence rates post-resection. Current post-surgery recurrence prediction methods are limited, emphasizing the need for reliable biomarkers to assess recurrence risk. We aimed to develop methylation-based markers for classifying HCC patients and predicting their risk of de novo recurrence post-surgery.
Methods:
In this retrospective cohort study, we analyzed data from HCC patients who underwent surgical resection in Korea, excluding those with recurrence within one year post-surgery. Using the Infinium Methylation EPIC array on 140 samples in the discovery cohort, we classified patients into low- and high-risk groups based on methylation profiles. Distinctive markers were identified through random forest analysis. These markers were validated in the cancer genome atlas (n=217), Validation cohort 1 (n=63) and experimental Validation using a methylation-sensitive high-resolution melting (MS-HRM) assay in Validation cohort 1 and Validation cohort 2 (n=63).
Results:
The low-risk recurrence group (methylation group 1; MG1) showed a methylation average of 0.73 (95% confidence interval [CI] 0.69–0.77) with a 23.5% recurrence rate, while the high-risk group (MG2) had an average of 0.17 (95% CI 0.14–0.20) with a 44.1% recurrence rate (P<0.03). Validation confirmed the applicability of methylation markers across diverse populations, showing high accuracy in predicting the probability of HCC recurrence risk (area under the curve 96.8%). The MS-HRM assay confirmed its effectiveness in predicting de novo recurrence with 95.5% sensitivity, 89.7% specificity, and 92.2% accuracy.
Conclusions
Methylation markers effectively classified HCC patients by de novo recurrence risk, enhancing prediction accuracy and potentially offering personalized management strategies.
4.The effect of physical activity and mental health on chewing discomfort in the age group 40 to 64: using the 2022 Community Health Survey Data
Jung-Hee BAE ; Da-Yae CHOI ; Min-Hee HONG
Journal of Dental Rehabilitation and Applied Science 2024;40(3):114-124
Purpose:
This study analyzed raw data from the 2022 Korean Community Health Survey (KCHS) to explore the relationship between physical activities and the mental health of middle-aged individuals, and examined factors influencing chewing discomfort.
Materials and Methods:
Data pertaining to 104,500 middle-aged people aged between 40 and 64 were analyzed. The variables analyzed included general characteristics, perceived level of health, level of oral health, physical activities, mental health (PHQ-9), and statusof chewing discomfort. Cross-analysis was conducted to explore the differences in general characteristics, physical activities, mental health factors, and chewing discomfort status. Meanwhile, logistic regression analysis was performed on factors influencing chewing discomfort.
Results:
It was observed that chewing discomfort was more severe for middle-aged individuals who reported that theiroral health level was neither good nor poor compared with those who reported that their oral health was good (OR: 8.443, P < 0.001), those who reported that their perceived level of health was poor (OR: 49.173, P < 0.001), those who reported not performing the walking exercise (OR: 1.354, P < 0.001), those who reported that they had suicidal ideation compared with those who did not (OR:2.543, P < 0.001), those who reported that they had made a suicidal attempt compared with those who had not (OR: 4.456, P < 0.001), and those who reported that their level of depression was severe or more serious (OR: 4.624, P < 0.001).
Conclusion
In middleaged individuals, physical activities and mental health needs to be considered as a risk factor in the improvement of oral health.
5.The factors affecting oral function in Korean - focusing on mental health
Da-Yae CHOI ; Jung-Hee BAE ; Min-Hee HONG
Journal of Dental Rehabilitation and Applied Science 2024;40(4):212-224
Purpose:
The purpose of this study is to analyze the factors affecting oral function by general characteristics and mental health level.
Materials and Methods:
Raw data from the 1st year of the 9th National Health and Nutrition Examination Survey (2022 - 2024) were used to analyze 3,518 individuals aged 20 to 80 years. The difference in oral function problems according to mental health level was assessed using the Chi-squared test. Logistic regression was performed to determine the risk factors affecting mental health level and oral function problems.
Results:
Chewing difficulty, phonation difficulty, and tooth pain were found to be higher in the high stress group than in the low stress group, showing a significant difference. When adjusting for general characteristics, it was confirmed that more severe levels of depression and anxiety had a significant impact on chewing difficulty, phonation difficulty, and tooth pain.
Conclusion
Recognizing the close relationship between oral function and mental health, it is important to develop integrated programs that not only provide regular oral checkups for individuals suffering from oral function problems but also manage mental health systematically and periodically.
6.The effect of physical activity and mental health on chewing discomfort in the age group 40 to 64: using the 2022 Community Health Survey Data
Jung-Hee BAE ; Da-Yae CHOI ; Min-Hee HONG
Journal of Dental Rehabilitation and Applied Science 2024;40(3):114-124
Purpose:
This study analyzed raw data from the 2022 Korean Community Health Survey (KCHS) to explore the relationship between physical activities and the mental health of middle-aged individuals, and examined factors influencing chewing discomfort.
Materials and Methods:
Data pertaining to 104,500 middle-aged people aged between 40 and 64 were analyzed. The variables analyzed included general characteristics, perceived level of health, level of oral health, physical activities, mental health (PHQ-9), and statusof chewing discomfort. Cross-analysis was conducted to explore the differences in general characteristics, physical activities, mental health factors, and chewing discomfort status. Meanwhile, logistic regression analysis was performed on factors influencing chewing discomfort.
Results:
It was observed that chewing discomfort was more severe for middle-aged individuals who reported that theiroral health level was neither good nor poor compared with those who reported that their oral health was good (OR: 8.443, P < 0.001), those who reported that their perceived level of health was poor (OR: 49.173, P < 0.001), those who reported not performing the walking exercise (OR: 1.354, P < 0.001), those who reported that they had suicidal ideation compared with those who did not (OR:2.543, P < 0.001), those who reported that they had made a suicidal attempt compared with those who had not (OR: 4.456, P < 0.001), and those who reported that their level of depression was severe or more serious (OR: 4.624, P < 0.001).
Conclusion
In middleaged individuals, physical activities and mental health needs to be considered as a risk factor in the improvement of oral health.
7.The factors affecting oral function in Korean - focusing on mental health
Da-Yae CHOI ; Jung-Hee BAE ; Min-Hee HONG
Journal of Dental Rehabilitation and Applied Science 2024;40(4):212-224
Purpose:
The purpose of this study is to analyze the factors affecting oral function by general characteristics and mental health level.
Materials and Methods:
Raw data from the 1st year of the 9th National Health and Nutrition Examination Survey (2022 - 2024) were used to analyze 3,518 individuals aged 20 to 80 years. The difference in oral function problems according to mental health level was assessed using the Chi-squared test. Logistic regression was performed to determine the risk factors affecting mental health level and oral function problems.
Results:
Chewing difficulty, phonation difficulty, and tooth pain were found to be higher in the high stress group than in the low stress group, showing a significant difference. When adjusting for general characteristics, it was confirmed that more severe levels of depression and anxiety had a significant impact on chewing difficulty, phonation difficulty, and tooth pain.
Conclusion
Recognizing the close relationship between oral function and mental health, it is important to develop integrated programs that not only provide regular oral checkups for individuals suffering from oral function problems but also manage mental health systematically and periodically.
8.The effect of physical activity and mental health on chewing discomfort in the age group 40 to 64: using the 2022 Community Health Survey Data
Jung-Hee BAE ; Da-Yae CHOI ; Min-Hee HONG
Journal of Dental Rehabilitation and Applied Science 2024;40(3):114-124
Purpose:
This study analyzed raw data from the 2022 Korean Community Health Survey (KCHS) to explore the relationship between physical activities and the mental health of middle-aged individuals, and examined factors influencing chewing discomfort.
Materials and Methods:
Data pertaining to 104,500 middle-aged people aged between 40 and 64 were analyzed. The variables analyzed included general characteristics, perceived level of health, level of oral health, physical activities, mental health (PHQ-9), and statusof chewing discomfort. Cross-analysis was conducted to explore the differences in general characteristics, physical activities, mental health factors, and chewing discomfort status. Meanwhile, logistic regression analysis was performed on factors influencing chewing discomfort.
Results:
It was observed that chewing discomfort was more severe for middle-aged individuals who reported that theiroral health level was neither good nor poor compared with those who reported that their oral health was good (OR: 8.443, P < 0.001), those who reported that their perceived level of health was poor (OR: 49.173, P < 0.001), those who reported not performing the walking exercise (OR: 1.354, P < 0.001), those who reported that they had suicidal ideation compared with those who did not (OR:2.543, P < 0.001), those who reported that they had made a suicidal attempt compared with those who had not (OR: 4.456, P < 0.001), and those who reported that their level of depression was severe or more serious (OR: 4.624, P < 0.001).
Conclusion
In middleaged individuals, physical activities and mental health needs to be considered as a risk factor in the improvement of oral health.
9.The factors affecting oral function in Korean - focusing on mental health
Da-Yae CHOI ; Jung-Hee BAE ; Min-Hee HONG
Journal of Dental Rehabilitation and Applied Science 2024;40(4):212-224
Purpose:
The purpose of this study is to analyze the factors affecting oral function by general characteristics and mental health level.
Materials and Methods:
Raw data from the 1st year of the 9th National Health and Nutrition Examination Survey (2022 - 2024) were used to analyze 3,518 individuals aged 20 to 80 years. The difference in oral function problems according to mental health level was assessed using the Chi-squared test. Logistic regression was performed to determine the risk factors affecting mental health level and oral function problems.
Results:
Chewing difficulty, phonation difficulty, and tooth pain were found to be higher in the high stress group than in the low stress group, showing a significant difference. When adjusting for general characteristics, it was confirmed that more severe levels of depression and anxiety had a significant impact on chewing difficulty, phonation difficulty, and tooth pain.
Conclusion
Recognizing the close relationship between oral function and mental health, it is important to develop integrated programs that not only provide regular oral checkups for individuals suffering from oral function problems but also manage mental health systematically and periodically.
10.Contemporary Statistics of Acute Ischemic Stroke and Transient Ischemic Attack in 2021: Insights From the CRCS-K-NIH Registry
Do Yeon KIM ; Tai Hwan PARK ; Yong-Jin CHO ; Jong-Moo PARK ; Kyungbok LEE ; Minwoo LEE ; Juneyoung LEE ; Sang Yoon BAE ; Da Young HONG ; Hannah JUNG ; Eunvin KO ; Hyung Seok GUK ; Beom Joon KIM ; Jun Yup KIM ; Jihoon KANG ; Moon-Ku HAN ; Sang-Soon PARK ; Keun-Sik HONG ; Hong-Kyun PARK ; Jeong-Yoon LEE ; Byung-Chul LEE ; Kyung-Ho YU ; Mi Sun OH ; Dong-Eog KIM ; Dong-Seok GWAK ; Soo Joo LEE ; Jae Guk KIM ; Jun LEE ; Doo Hyuk KWON ; Jae-Kwan CHA ; Dae-Hyun KIM ; Joon-Tae KIM ; Kang-Ho CHOI ; Hyunsoo KIM ; Jay Chol CHOI ; Joong-Goo KIM ; Chul-Hoo KANG ; Sung-il SOHN ; Jeong-Ho HONG ; Hyungjong PARK ; Sang-Hwa LEE ; Chulho KIM ; Dong-Ick SHIN ; Kyu Sun YUM ; Kyusik KANG ; Kwang-Yeol PARK ; Hae-Bong JEONG ; Chan-Young PARK ; Keon-Joo LEE ; Jee Hyun KWON ; Wook-Joo KIM ; Ji Sung LEE ; Hee-Joon BAE ;
Journal of Korean Medical Science 2024;39(34):e278-
This report presents the latest statistics on the stroke population in South Korea, sourced from the Clinical Research Collaborations for Stroke in Korea-National Institute for Health (CRCS-K-NIH), a comprehensive, nationwide, multicenter stroke registry. The Korean cohort, unlike western populations, shows a male-to-female ratio of 1.5, attributed to lower risk factors in Korean women. The average ages for men and women are 67 and 73 years, respectively.Hypertension is the most common risk factor (67%), consistent with global trends, but there is a higher prevalence of diabetes (35%) and smoking (21%). The prevalence of atrial fibrillation (19%) is lower than in western populations, suggesting effective prevention strategies in the general population. A high incidence of large artery atherosclerosis (38%) is observed, likely due to prevalent intracranial arterial disease in East Asians and advanced imaging techniques.There has been a decrease in intravenous thrombolysis rates, from 12% in 2017–2019 to 10% in 2021, with no improvements in door-to-needle and door-to-puncture times, worsened by the coronavirus disease 2019 pandemic. While the use of aspirin plus clopidogrel for noncardioembolic stroke and direct oral anticoagulants for atrial fibrillation is well-established, the application of direct oral anticoagulants for non-atrial fibrillation cardioembolic strokes in the acute phase requires further research. The incidence of early neurological deterioration (13%) and the cumulative incidence of recurrent stroke at 3 months (3%) align with global figures. Favorable outcomes at 3 months (63%) are comparable internationally, yet the lack of improvement in dependency at 3 months highlights the need for advancements in acute stroke care.

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