1.Machine Learning for Movement Pattern Changes during Kinect-Based Mixed Reality Exercise Programs in Women with Possible Sarcopenia: Pilot Study
Yunho SUNG ; Ji-won SEO ; Byunggul LIM ; Shu JIANG ; Xinxing LI ; Parivash JAMRASI ; So Young AHN ; Seohyun AHN ; Yuseon KANG ; Hyejung SHIN ; Donghyun KIM ; Dong Hyun YOON ; Wook SONG
Annals of Geriatric Medicine and Research 2024;28(4):427-436
		                        		
		                        			 Background:
		                        			Sarcopenia is a muscle-wasting condition that affects older individuals. It can lead to changes in movement patterns, which can increase the risk of falls and other injuries. 
		                        		
		                        			Methods:
		                        			Older women participants aged ≥65 years who could walk independently were recruited and classified into two groups based on knee extension strength (KES). Participants with low KES scores were assigned to the possible sarcopenia group (PSG; n=7) and an 8-week exercise intervention was implemented. Healthy seniors with high KES scores were classified as the reference group (RG; n=4), and a 3-week exercise intervention was conducted. Kinematic movement data were recorded during the intervention period. All participants' exercise repetitions were used in the data analysis (number of data points=1,128). 
		                        		
		                        			Results:
		                        			The PSG showed significantly larger movement patterns in knee rotation during wide squats compared to the RG, attributed to weakened lower limb strength. The voting classifier, trained on the movement patterns from wide squats, determined that significant differences in overall movement patterns between the two groups persisted until the end of the exercise intervention. However, after the exercise intervention, significant improvements in lower limb strength in the PSG resulted in reduced knee rotation range of motion and max, thereby stabilizing movements and eliminating significant differences with the RG. 
		                        		
		                        			Conclusion
		                        			This study suggests that exercise interventions can modify the movement patterns in older individuals with possible sarcopenia. These findings provide fundamental data for developing an exercise management system that remotely tracks and monitors the movement patterns of older adults during exercise activities. 
		                        		
		                        		
		                        		
		                        	
2.Machine Learning for Movement Pattern Changes during Kinect-Based Mixed Reality Exercise Programs in Women with Possible Sarcopenia: Pilot Study
Yunho SUNG ; Ji-won SEO ; Byunggul LIM ; Shu JIANG ; Xinxing LI ; Parivash JAMRASI ; So Young AHN ; Seohyun AHN ; Yuseon KANG ; Hyejung SHIN ; Donghyun KIM ; Dong Hyun YOON ; Wook SONG
Annals of Geriatric Medicine and Research 2024;28(4):427-436
		                        		
		                        			 Background:
		                        			Sarcopenia is a muscle-wasting condition that affects older individuals. It can lead to changes in movement patterns, which can increase the risk of falls and other injuries. 
		                        		
		                        			Methods:
		                        			Older women participants aged ≥65 years who could walk independently were recruited and classified into two groups based on knee extension strength (KES). Participants with low KES scores were assigned to the possible sarcopenia group (PSG; n=7) and an 8-week exercise intervention was implemented. Healthy seniors with high KES scores were classified as the reference group (RG; n=4), and a 3-week exercise intervention was conducted. Kinematic movement data were recorded during the intervention period. All participants' exercise repetitions were used in the data analysis (number of data points=1,128). 
		                        		
		                        			Results:
		                        			The PSG showed significantly larger movement patterns in knee rotation during wide squats compared to the RG, attributed to weakened lower limb strength. The voting classifier, trained on the movement patterns from wide squats, determined that significant differences in overall movement patterns between the two groups persisted until the end of the exercise intervention. However, after the exercise intervention, significant improvements in lower limb strength in the PSG resulted in reduced knee rotation range of motion and max, thereby stabilizing movements and eliminating significant differences with the RG. 
		                        		
		                        			Conclusion
		                        			This study suggests that exercise interventions can modify the movement patterns in older individuals with possible sarcopenia. These findings provide fundamental data for developing an exercise management system that remotely tracks and monitors the movement patterns of older adults during exercise activities. 
		                        		
		                        		
		                        		
		                        	
3.Machine Learning for Movement Pattern Changes during Kinect-Based Mixed Reality Exercise Programs in Women with Possible Sarcopenia: Pilot Study
Yunho SUNG ; Ji-won SEO ; Byunggul LIM ; Shu JIANG ; Xinxing LI ; Parivash JAMRASI ; So Young AHN ; Seohyun AHN ; Yuseon KANG ; Hyejung SHIN ; Donghyun KIM ; Dong Hyun YOON ; Wook SONG
Annals of Geriatric Medicine and Research 2024;28(4):427-436
		                        		
		                        			 Background:
		                        			Sarcopenia is a muscle-wasting condition that affects older individuals. It can lead to changes in movement patterns, which can increase the risk of falls and other injuries. 
		                        		
		                        			Methods:
		                        			Older women participants aged ≥65 years who could walk independently were recruited and classified into two groups based on knee extension strength (KES). Participants with low KES scores were assigned to the possible sarcopenia group (PSG; n=7) and an 8-week exercise intervention was implemented. Healthy seniors with high KES scores were classified as the reference group (RG; n=4), and a 3-week exercise intervention was conducted. Kinematic movement data were recorded during the intervention period. All participants' exercise repetitions were used in the data analysis (number of data points=1,128). 
		                        		
		                        			Results:
		                        			The PSG showed significantly larger movement patterns in knee rotation during wide squats compared to the RG, attributed to weakened lower limb strength. The voting classifier, trained on the movement patterns from wide squats, determined that significant differences in overall movement patterns between the two groups persisted until the end of the exercise intervention. However, after the exercise intervention, significant improvements in lower limb strength in the PSG resulted in reduced knee rotation range of motion and max, thereby stabilizing movements and eliminating significant differences with the RG. 
		                        		
		                        			Conclusion
		                        			This study suggests that exercise interventions can modify the movement patterns in older individuals with possible sarcopenia. These findings provide fundamental data for developing an exercise management system that remotely tracks and monitors the movement patterns of older adults during exercise activities. 
		                        		
		                        		
		                        		
		                        	
4.Targeted Liquid Biopsy Using Irradiation to Facilitate the Release of Cell-Free DNA from a Spatially Aimed Tumor Tissue
Jae Myoung NOH ; Yeon Jeong KIM ; Ho Yun LEE ; Changhoon CHOI ; Won-Gyun AHN ; Taeseob LEE ; Hongryull PYO ; Jee Hyun PARK ; Donghyun PARK ; Woong-Yang PARK
Cancer Research and Treatment 2022;54(1):40-53
		                        		
		                        			 Purpose:
		                        			We investigated the feasibility of using an anatomically localized, target-enriched liquid biopsy (TLB) in mouse models of lung cancer. 
		                        		
		                        			Materials and Methods:
		                        			After irradiating xenograft mouse with human lung cancer cell lines, H1299 (NRAS proto-oncogene, GTPase [NRAS] Q61K) and HCC827 (epidermal growth factor receptor [EGFR] E746-750del), circulating (cell-free) tumor DNA (ctDNA) levels were monitored with quantitative polymerase chain reaction on human long interspersed nuclear element-1 and cell line-specific mutations. We checked dose-dependency at 6, 12, or 18 Gy to each tumor-bearing mouse leg using 6-MV photon beams. We also analyzed ctDNA of lung cancer patients by LiquidSCAN, a targeted deep sequencing to validated the clinical performances of TLB method. 
		                        		
		                        			Results:
		                        			Irradiation could enhance the detection sensitivity of NRAS Q61K in the plasma sample of H1299-xenograft mouse to 4.5- fold. While cell-free DNA (cfDNA) level was not changed at 6 Gy, ctDNA level was increased upon irradiation. Using double-xenograft mouse with H1299 and HCC827, ctDNA polymerase chain reaction analysis with local irradiation in each region could specify mutation type matched to transplanted cell types, proposing an anatomically localized, TLB. Furthermore, when we performed targeted deep sequencing of cfDNA to monitor ctDNA level in 11 patients with lung cancer who underwent radiotherapy, the average ctDNA level was increased within a week after the start of radiotherapy. 
		                        		
		                        			Conclusion
		                        			TLB using irradiation could temporarily amplify ctDNA release in xenograft mouse and lung cancer patients, which enables us to develop theragnostic method for cancer patients with accurate ctDNA detection. 
		                        		
		                        		
		                        		
		                        	
5.Effectiveness of Convalescent Plasma Therapy in Severe or Critically Ill COVID-19 Patients:A Retrospective Cohort Study
YunSuk CHO ; YuJin SOHN ; JongHoon HYUN ; YaeJee BAEK ; MooHyun KIM ; JungHo KIM ; JinYoung AHN ; SuJin JEONG ; NamSu KU ; Joon-Sup YEOM ; MiYoung AHN ; DongHyun OH ; JaePhil CHOI ; SinYoung KIM ; KyoungHwa LEE ; YoungGoo SONG ; JunYong CHOI
Yonsei Medical Journal 2021;62(9):799-805
		                        		
		                        			Purpose:
		                        			Coronavirus disease-2019 (COVID-19) is a novel respiratory infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); there are few specific treatments. Convalescent plasma (CP), donated by people who have recovered from COVID-19, is an investigational therapy for severe or critically ill patients with COVID-19. 
		                        		
		                        			Materials and Methods:
		                        			This retrospective cohort study evaluated the effectiveness of CP therapy in patients with severe or lifethreatening cases of COVID-19 at two hospitals in Seoul, Korea, between May and September 2020. Clinical outcomes were evaluated in 20 patients with CP therapy in a descriptive manner. Additionally, the changes in cycle threshold (Ct) values of 10 patients with CP therapy were compared to those of 10 controls who had the same (±0.8) initial Ct values but did not receive CP. 
		                        		
		                        			Results:
		                        			Of the 20 patients (mean age 66.6 years), 18 received high-dose oxygen therapy using mechanical ventilators or high-flow nasal cannulas. Systemic steroids were administered to 19 patients who received CP. The neutralizing antibody titers of the administered CP were between 1:80 and 1:10240. There were two ABO-mismatched transfusions. The World Health Organization ordinal scale score and National Institutes of Health severity score improved in half of the patients within 14 days. Those who received CP showed a higher increase in Ct values at 24 h and 72 h after CP therapy compared to controls with similar initial Ct values (p=0.002).No transfusion-related side effects were observed. 
		                        		
		                        			Conclusion
		                        			CP therapy may be a potential therapeutic option in severe or critically ill patients with COVID-19.
		                        		
		                        		
		                        		
		                        	
6.Effectiveness of Convalescent Plasma Therapy in Severe or Critically Ill COVID-19 Patients:A Retrospective Cohort Study
YunSuk CHO ; YuJin SOHN ; JongHoon HYUN ; YaeJee BAEK ; MooHyun KIM ; JungHo KIM ; JinYoung AHN ; SuJin JEONG ; NamSu KU ; Joon-Sup YEOM ; MiYoung AHN ; DongHyun OH ; JaePhil CHOI ; SinYoung KIM ; KyoungHwa LEE ; YoungGoo SONG ; JunYong CHOI
Yonsei Medical Journal 2021;62(9):799-805
		                        		
		                        			Purpose:
		                        			Coronavirus disease-2019 (COVID-19) is a novel respiratory infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); there are few specific treatments. Convalescent plasma (CP), donated by people who have recovered from COVID-19, is an investigational therapy for severe or critically ill patients with COVID-19. 
		                        		
		                        			Materials and Methods:
		                        			This retrospective cohort study evaluated the effectiveness of CP therapy in patients with severe or lifethreatening cases of COVID-19 at two hospitals in Seoul, Korea, between May and September 2020. Clinical outcomes were evaluated in 20 patients with CP therapy in a descriptive manner. Additionally, the changes in cycle threshold (Ct) values of 10 patients with CP therapy were compared to those of 10 controls who had the same (±0.8) initial Ct values but did not receive CP. 
		                        		
		                        			Results:
		                        			Of the 20 patients (mean age 66.6 years), 18 received high-dose oxygen therapy using mechanical ventilators or high-flow nasal cannulas. Systemic steroids were administered to 19 patients who received CP. The neutralizing antibody titers of the administered CP were between 1:80 and 1:10240. There were two ABO-mismatched transfusions. The World Health Organization ordinal scale score and National Institutes of Health severity score improved in half of the patients within 14 days. Those who received CP showed a higher increase in Ct values at 24 h and 72 h after CP therapy compared to controls with similar initial Ct values (p=0.002).No transfusion-related side effects were observed. 
		                        		
		                        			Conclusion
		                        			CP therapy may be a potential therapeutic option in severe or critically ill patients with COVID-19.
		                        		
		                        		
		                        		
		                        	
7.Designing a Mobile Intervention Platform to Help Alleviate Insomnia Symptoms in College Students
Sungkyu PARK ; Sang Won LEE ; Donghyun AHN ; Meeyoung CHA
Journal of the Korean Society of Biological Therapies in Psychiatry 2021;27(1):50-58
		                        		
		                        			 Objectives:
		                        			:An increasing number of people are affected by sleep problems every year. The current study presents findings from experiments that utilize a mobile application-based cognitive-behavioral treatment for insomnia (CBT-I). 
		                        		
		                        			Methods:
		                        			:Our application aims to alleviate insomnia symptoms by providing real-time and direct interventions in people’s daily lives. We recruited 50 participants to test the effectiveness of the app via a six-week-long prospective experiment. 
		                        		
		                        			Results:
		                        			:We find that insomnia symptoms are reduced significantly for both the treatment group, who used the app, and the control group, who watched educational videos [F(2,39)=60.82, p<0.001]. Sleep efficiency improved more quickly in the treatment group than in the control group. Participants who followed higher compliance to the intervention reduced their wake after sleep onset (WASO) time more substantially. 
		                        		
		                        			Conclusion
		                        			:Our results suggest that app-based CBT-I interventions may have additional benefits for enhancing objective sleep quality, including sleep efficiency or WASO, compared to sleep hygiene education. The preliminary findings of the current research shed light on future mobile intervention apps’ design choices for insomnia. 
		                        		
		                        		
		                        		
		                        	
8.Serum Testosterone Level as Possible Predictive Marker for Prognosis in Metastatic Castration-Resistant Prostate Cancer Patients Treated With Enzalutamide
Dong Hyeon AN ; Hwiwoo KIM ; Donghyun LEE ; In Gab JEONG ; Dalsan YOU ; Jun Hyuk HONG ; Choung-Soo KIM ; Hanjong AHN
Korean Journal of Urological Oncology 2021;19(1):60-69
		                        		
		                        			 Purpose:
		                        			This study aimed to evaluate the impact of serum testosterone level before enzalutamide treatment in metastatic castration-resistant prostate cancer (mCRPC) for antitumor outcomes. 
		                        		
		                        			Materials and Methods:
		                        			Single-center, retrospective study including patients that treated with enzalutamide for mCRPC before and after docetaxel chemotherapy. Clinicopathological parameters including serum testosterone at initial enzalutamide use were examined. Prostate-specific antigen (PSA) response, progression-free survival (PFS), and cancer-specific survival (CSS) were the outcomes of interest. Logistic-regression analysis was done for discovering odds for PSA response. Cox-proportional model was applied for risk stratification for progression and cancer-specific death. 
		                        		
		                        			Results:
		                        			A total of 228 patients with mCRPC, treated with enzalutamide, both prechemotherapy and postchemotherapy, between 2011 and 2019 were included. One hundred sixty-two of patients (71.1%) experienced PSA decline over 50%. Median PFS and CSS were 5.4 and 13.2 months, respectively. Serum testosterone at initial enzalutamide use was the noble predictor for progression (hazard ratio [HR], 0.409; p=0.020) and cancer-specific death (HR, 0.454; p=0.033) in postchemotherapy group. No significant effect of serum testosterone in prechemotherapy group was detected. Time to CRPC, high-metastatic burden revealed as risk factors for PSA response, PFS, and CSS, both in prechemotherapy and postchemotherapy group. 
		                        		
		                        			Conclusions
		                        			High testosterone level at commencement of enzalutamide treatment was associated with a good prognosis in postdocetaxel setting, but not related to oncological outcomes in chemotherapy-naïve patients. 
		                        		
		                        		
		                        		
		                        	
9.Socioeconomic Costs of Age-related Macular Degeneration in Korea
Journal of the Korean Ophthalmological Society 2019;60(8):765-772
		                        		
		                        			
		                        			PURPOSE: To estimate the annual socioeconomic costs of age-related macular degeneration (AMD) in the Republic of Korea. METHODS: We estimated the costs of illness to society of AMD patients, including medical, nonmedical, and productivity costs. The medical costs included official and nonofficial medical costs, and the nonmedical costs consisted of transportation, time, and nursing costs. We used Korea National Health Insurance Claims Database, National Health Insurance Service-National Sample Cohort, and Korea Health Panel study data in the analysis. RESULTS: The socioeconomic costs of AMD were estimated to be 694 billion Korean won (KRW) in 2016. This figure was divided into 501 billion KRW (72.1%) for medical costs, 61 billion KRW (8.8%) for nonmedical costs, and 133 billion KRW (19.1%) for productivity costs. The annual per capita socioeconomic cost of AMD was 1.32 million KRW. CONCLUSIONS: We determined the scale and composition of the socioeconomic costs of AMD. Importantly, the productivity costs accounted for approximately 20% of all costs, suggesting that AMD had a significant impact on productivity. Because the disease costs of AMD are expected to increase continuously with the aging population, effective planning at the governmental level for prevention and treatment of AMD should be considered to reduce socioeconomic costs.
		                        		
		                        		
		                        		
		                        			Aging
		                        			;
		                        		
		                        			Cohort Studies
		                        			;
		                        		
		                        			Cost of Illness
		                        			;
		                        		
		                        			Efficiency
		                        			;
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Korea
		                        			;
		                        		
		                        			Macular Degeneration
		                        			;
		                        		
		                        			National Health Programs
		                        			;
		                        		
		                        			Nursing
		                        			;
		                        		
		                        			Republic of Korea
		                        			;
		                        		
		                        			Transportation
		                        			
		                        		
		                        	
10.Socioeconomic Costs of Glaucoma in Korea
Journal of the Korean Ophthalmological Society 2018;59(7):665-671
		                        		
		                        			
		                        			PURPOSE: The purpose of this study was to estimate the socioeconomic costs of glaucoma in Korea. It is to be used as an academic reference regarding policy making for the introduction of glaucoma screening tests in the national health check-ups. METHODS: We estimated the socioeconomic costs of glaucoma from a societal perspective, which included medical, nonmedical, and productivity costs. The medical costs consisted of official and nonofficial medical costs, and the nonmedical costs consisted of transportation, time, and nursing costs. We used the National Health Insurance Service-National Sample Cohort 2002–2013 and the Korea Health Panel study. RESULTS: The socioeconomic costs of glaucoma were estimated to be 3,000 billion Korean won (KRW) in 2013. These total costs were divided into 1,539 billion KRW (51.3%) for medical costs, 1,292 billion KRW (43.1%) for nonmedical costs, and 168 billion KRW (5.6%) for productivity costs. CONCLUSIONS: Glaucoma is a large economic burden from a societal perspective. The nonmedical and productivity costs, as well as the medical costs are especially high. Because the disease costs of glaucoma are expected to increase continuously, political support for early detection of glaucoma should be considered.
		                        		
		                        		
		                        		
		                        			Cohort Studies
		                        			;
		                        		
		                        			Cost of Illness
		                        			;
		                        		
		                        			Efficiency
		                        			;
		                        		
		                        			Glaucoma
		                        			;
		                        		
		                        			Korea
		                        			;
		                        		
		                        			Mass Screening
		                        			;
		                        		
		                        			National Health Programs
		                        			;
		                        		
		                        			Nursing
		                        			;
		                        		
		                        			Policy Making
		                        			;
		                        		
		                        			Transportation
		                        			
		                        		
		                        	
            
Result Analysis
Print
Save
E-mail