1,721 results on '"Jin A Jung"'
Search Results
2. Association of Cough Severity with Asthma Control and Quality of Life in Patients with Severe Asthma
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Lee, Hwa Young, Lee, Youngsoo, Lee, Ji-Hyang, Lee, Seung-Eun, Sim, Da Woon, Kang, Noeul, Kim, Joo-Hee, Kang, Sung-Yoon, Sohn, Kyoung-Hee, Nam, Young Hee, Kim, Sujeong, Park, Chan Sun, Kim, So Ri, An, Jin, Kim, Byung-Keun, Jin, Hyun Jung, Park, So-Young, Lee, Byung-Jae, Lee, Sook Young, Park, Hae-Sim, Cho, You Sook, Kim, Sang-Heon, and Song, Woo-Jung
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- 2024
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3. Epidemiology and Trends of Obesity and Bariatric Surgery in Korea
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Kyungdo Han, Jin-Hyung Jung, Su-Min Jeong, and Mee Kyoung Kim
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obesity ,bariatric surgery ,epidemiology ,korea ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
The prevalence of obesity in Korea has steadily increased over the past decade, reaching 38.4% in 2021. Notably, the rate of class II–III obesity, defined as a body mass index (BMI) of 30 kg/m2 or higher, exceeded 7% in the same year. Since January 2019, the National Health Insurance Service (NHIS) has provided coverage for bariatric surgery (BS) for eligible patients. Coverage is available for individuals with a BMI of 35 kg/m2 or higher, or those with a BMI of 30 kg/m2 or higher who also have obesity-related comorbidities. Additionally, partial reimbursement is offered for BS in patients with type 2 diabetes mellitus who have BMI values between 27.5 and 30 kg/m2. From 2019 to 2022, the NHIS recorded 9,080 BS procedures, with sleeve gastrectomy being the most commonly performed. The average percentage of weight loss 198±99.7 days post-surgery was 17.9%, with 80.0% of patients losing more than 10% of their body weight. This article presents the trends in obesity and BS in Korea.
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- 2024
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4. Impact of Diabetes on COVID-19 Susceptibility: A Nationwide Propensity Score Matching Study
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Han Na Jang, Sun Joon Moon, Jin Hyung Jung, Kyung-Do Han, Eun-Jung Rhee, and Won-Young Lee
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covid-19 ,epidemiology ,diabetes mellitus, type 2 ,infections ,angiotensin-converting enzyme ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Prior research has highlighted poor clinical outcomes in coronavirus disease 2019 (COVID-19)-infected patients with diabetes; however, susceptibility to COVID-19 infection in patients with diabetes has not been extensively studied. Participants aged ≥30 years who underwent COVID-19 testing from December 2019 to April 2020 were analyzed using the National Health Insurance Service data in South Korea. In a cohort comprising 29,433 1:1 propensity score-matched participants, COVID-19 positivity was significantly higher in participants with diabetes than in those without diabetes (512 [3.5%] vs. 395 [2.7%], P
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- 2024
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5. Semaphorin 3F (SEMA3F) influences patient survival in esophageal adenocarcinoma
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Karl Knipper, Su Ir Lyu, Jin-On Jung, Niklas Alich, Felix C. Popp, Wolfgang Schröder, Hans F. Fuchs, Christiane J. Bruns, Alexander Quaas, Henrik Nienhueser, and Thomas Schmidt
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Esophageal adenocarcinoma ,SEMA3F ,Semaphorin ,NRP2 ,Neuropilin ,Lymph node metastasis ,Medicine ,Science - Abstract
Abstract In esophageal adenocarcinoma, the presence of lymph node metastases predicts patients' survival even after curative resection. Currently, there is no highly accurate marker for detecting the presence of lymph node metastasis. The SEMA3F/NRP2 axis was initially characterized in axon guidance and recent evidence has revealed its significant involvement in lymphangiogenesis, angiogenesis, and carcinogenesis. Hence, the objective of this study was to elucidate the roles of SEMA3F and its receptor NRP2 in esophageal adenocarcinoma. We conducted an immunohistochemical evaluation of SEMA3F and NRP2 protein expression in 776 patients with esophageal adenocarcinoma who underwent Ivor-Lewis esophagectomy at the University Hospital of Cologne. Total and positive cancer cell counts were digitally analyzed using QuPath and verified by experienced pathologists to ensure accuracy. Positive expression was determined as a cell percentage exceeding the 50th percentile threshold. In our cohort, patients exhibiting SEMA3F positive expression experience significantly lower pT- and pN-stages. In contrast, positive NRP2 expression is associated with the presence of lymph node metastases. Survival analyses showed that the expression status of NRP2 had no impact on patient survival. However, SEMA3F positivity was associated with a favorable patient survival outcome (median OS: 38.9 vs. 26.5 months). Furthermore, SEMA3F could be confirmed as an independent factor for better patient survival in patients with early tumor stage (pT1N0-3: HR = 0.505, p = 0.014, pT1-4N0: HR = 0.664, p = 0.024, pT1N0: HR = 0.483, p = 0.040). In summary, SEMA3F emerges as an independent predictor for a favorable prognosis in patients with early-stage esophageal adenocarcinoma. Additionally, NRP2 expression is linked to a higher risk of lymph node metastases occurrence. We hypothesize that low SEMA3F expression could identify patients with early-stage tumors who might benefit from more aggressive treatment options or intensified follow-up. Furthermore, SEMA3F and its associated pathways should be explored as potential tumor-suppressing agents.
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- 2024
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6. Association between glycemic status and all-cause mortality among individuals with dementia: a nationwide cohort study
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Youn Huh, Kye-Yeung Park, Kyungdo Han, Jin-Hyung Jung, Yoon Jeong Cho, Hye Soon Park, Ga Eun Nam, and Soo Lim
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Dementia ,Diabetes mellitus ,Prediabetes ,Duration of diabetes ,All-cause mortality ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background To examine the association between glycemic status and all-cause mortality risk among individuals with dementia. Methods We enrolled 146,832 individuals aged 40 and older with dementia as identified through the Korean National Health Insurance Service health screening test between 2008 and 2016. Mortality status was evaluated at the end of 2019. Participants were classified into normoglycemia, prediabetes, or diabetes mellitus (DM) categories. The duration of diabetes was noted in those with DM. This study focused on the association between glycemic status and all-cause mortality. Results The cohort, which was predominantly elderly (average age 75.1 years; 35.5% male), had a 35.2% mortality rate over an average 3.7-year follow-up. DM was linked with increased all-cause mortality risk (hazard ratio [HR] 1.34; 95% confidence interval [CI]: 1.32–1.37) compared to non-DM counterparts. The highest mortality risk was observed in long-term DM patients (≥ 5 years) (HR 1.43; 95% CI: 1.40–1.47), followed by newly diagnosed DM (HR 1.35; 95% CI: 1.30–1.40), shorter-term DM (
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- 2024
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7. Predictive validity of resource-adjusted Korean Triage and Acuity Scale in pediatric gastrointestinal tract foreign body patients
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Jin Hee Lee, Jin Hee Jung, Hyun Noh, and Mi Jin Kim
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Child ,Gastrointestinal tract ,Foreign body ,Triage ,Medicine ,Science - Abstract
Abstract Although paediatric patients with gastrointestinal (GI) foreign bodies require multiple resources, they often present with few or no discernible symptoms and are typically assigned a low acuity level during triage. We compared the predictive accuracy of the revised Korean Triage and Acuity Scale (rKTAS), which elevates acuity by one step in relation to anticipated resource utilization, with that of the conventional KTAS for clinical outcomes. This was a retrospective study of National Emergency Department Information System data. Data on patient and ED characteristics, resources used, and clinical outcomes were collected from January 2018 to December 2021 for patients with GI foreign bodies aged under 19. The primary outcome was rKTAS accuracy in predicting hospitalization, ICU admission, operating room (OR) use, and ED length of stay (EDLOS). The AUROC was used to evaluate the performance via of the KTAS and rKTAS. In total, 25,324 paediatric patients visited the ED for GI tract foreign bodies. The mean age was 3.8 years, and 51% (12,923) were between 1 and 4 year old. Although most (23,658; 93.4%) were discharged, 4.9% required hospitalization. Two or more resources were utilized in 2514 (9.9%) cases, and 3,514 individuals had their triage levels increased by one step. Compared with those of the KTAS, the AUROCs of the rKTAS for predicting overall hospitalization (p
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- 2024
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8. Administration of chromium picolinate and meloxicam alleviates regrouping stress in dairy heifers
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Da Jin Sol Jung, Jaesung Lee, Do Hyun Kim, Seok-Hyeon Beak, Soo Jong Hong, In Hyuk Jeong, Seon Pil Yoo, Jin Oh Lee, In Gu Cho, Dilla Mareistia Fassah, Hyun Jin Kim, Mohammad Malekkhahi, and Myunggi Baik
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chromium ,displacement behavior ,heifer ,meloxicam ,regrouping stress ,Zoology ,QL1-991 - Abstract
Objective This research investigated the effect of administering chromium (Cr) and meloxicam (MEL) on growth performance, cortisol and blood metabolite, and behaviors in young, regrouped heifers. Methods Fifty Holstein dairy heifers (body weight [BW] 198±32.7 kg and 6.5±0.82 months of age) were randomly assigned to non-regrouped group or four regrouped groups. Non-regrouped animals were held in the same pen throughout the entire experimental period (NL: non-regrouping and administration of lactose monohydrate [LM; placebo]). For regrouping groups, two or three heifers maintained in four different pens for 2 weeks were regrouped into a new pen and assigned to one of four groups: regrouping and LM administration (RL); regrouping and Cr administration (RC); regrouping and MEL administration (RM), and regrouping and Cr and MEL administration (RCM). LM (1 mg/kg BW), Cr (0.5 mg Cr picolinate/kg dry matter intake), and MEL (1 mg/kg BW) were orally administered immediately before regrouping. Blood was collected before regrouping (0 h) and at 3, 9, and 24 h and 7 and 14 d thereafter. Behaviors were recorded for 7 consecutive days after regrouping. Results Average daily gain was lower (p
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- 2024
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9. Effects of reflector, surface treatment, and length of scintillation crystal on the performance of TOF-DOI PET detector with dual-ended readout
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Jin Ho Jung, Yong Choi, Johyeon Yun, Jiwoong Jung, and Sangwon Lee
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TOF-DOI PET detector ,Dual-ended readout ,Reflector ,Surface treatment ,Length of scintillation crystal ,Nuclear engineering. Atomic power ,TK9001-9401 - Abstract
The purpose of this study was to investigate the effect of the reflector, surface treatment, and length of scintillation crystals on the performance of a time-of-flight and depth-of-interaction (TOF-DOI) PET detector with a dual-ended readout and to determine the best reflector and surface treatment. Various types of crystal arrays with three different reflectors (ESR, BaSO4, and Toray), three different lateral surface treatments (all-polished (AP), all-roughened (AR), and partially roughened (PR, three sides polished, and one side roughened)), and two different lengths (20 and 15 mm) were fabricated. The highest light collection efficiency and best energy resolution were achieved using a crystal with a diffuse reflector (BaSO4 for AP and Toray for AR). In contrast, the best coincidence timing resolution (CTR) was achieved using an AR crystal with a specular reflector (ESR). The best DOI resolution was achieved using an AR crystal with BaSO4. Moreover, the results measured with the 20 mm long crystals were similar to those measured with the 15 mm long crystals. Therefore, we concluded that the dual-ended readout PET detector employing the crystal with AR lateral surface treatment and ESR was a good candidate for TOF-DOI PET because it provided excellent CTR and adequate DOI resolution.
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- 2024
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10. Impact of Antidiabetic Drugs on Clinical Outcomes of COVID-19: A Nationwide Population-Based Study
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Han Na Jang, Sun Joon Moon, Jin Hyung Jung, Kyung-Do Han, Eun-Jung Rhee, and Won-Young Lee
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sars-cov-2 ,covid-19 ,clinical outcome ,metformin ,dipeptidylpeptidase-4 inhibitor ,sulfonylurea ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Background Inconsistent results have been reported regarding the association between the use of antidiabetic drugs and the clinical outcomes of coronavirus disease 2019 (COVID-19). This study aimed to investigate the effect of antidiabetic drugs on COVID-19 outcomes in patients with diabetes using data from the National Health Insurance Service (NHIS) in South Korea. Methods We analyzed the NHIS data of patients aged ≥20 years who tested positive for COVID-19 and were taking antidiabetic drugs between December 2019 and June 2020. Multiple logistic regression analysis was performed to analyze the clinical outcomes of COVID-19 based on the use of antidiabetic drugs. Results A total of 556 patients taking antidiabetic drugs tested positive for COVID-19, including 271 male (48.7%), most of whom were in their sixties. Of all patients, 433 (77.9%) were hospitalized, 119 (21.4%) received oxygen treatment, 87 (15.6%) were admitted to the intensive care unit, 31 (5.6%) required mechanical ventilation, and 61 (11.0%) died. Metformin was significantly associated with the lower risks of mechanical ventilation (odds ratio [OR], 0.281; 95% confidence interval [CI], 0.109 to 0.720; P=0.008), and death (OR, 0.395; 95% CI, 0.182 to 0.854; P=0.018). Dipeptidylpeptidase-4 inhibitor (DPP-4i) were significantly associated with the lower risks of oxygen treatment (OR, 0.565; 95% CI, 0.356 to 0.895; P=0.015) and death (OR, 0.454; 95% CI, 0.217 to 0.949; P=0.036). Sulfonylurea was significantly associated with the higher risk of mechanical ventilation (OR, 2.579; 95% CI, 1.004 to 6.626; P=0.049). Conclusion In patients with diabetes and COVID-19, metformin exhibited reduced risks of mechanical ventilation and death, DPP-4i was linked with lower risks of oxygen treatment and death, while sulfonylurea was related to the increased risk of mechanical ventilation.
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- 2024
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11. Association between exercise habits and incident type 2 diabetes mellitus in patients with thyroid cancer: nationwide population-based study
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Jiyun Park, Jin-Hyung Jung, Hyunju Park, Young Shin Song, Soo-Kyung Kim, Yong-Wook Cho, Kyungdo Han, and Kyung-Soo Kim
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Exercise ,Physical activity ,Thyroid cancer ,Thyroidectomy ,Type 2 diabetes mellitus ,Medicine - Abstract
Abstract Background We investigated the association between exercise habits before or after thyroidectomy and incident type 2 diabetes mellitus (T2DM) in patients with thyroid cancer. Methods An observational cohort study of 69,526 thyroid cancer patients who underwent thyroidectomy for the treatment of thyroid cancer between 2010 and 2016 was performed using the Korean National Health Information Database. Regular exercise was defined as mid-term or vigorous exercise at least 1 day in a week based on a self-reported questionnaire. Patients were divided into four groups according to exercise habits before and after thyroidectomy: persistent non-exercisers, new exercisers, exercise dropouts, and exercise maintainers. Results During a median follow-up of 4.5 years, 2,720 (3.91%) patients developed T2DM. The incidence of T2DM per 1,000 person years was lower in patients who performed regular exercise before or after thyroidectomy than in persistent non-exercisers (10.77 in persistent non-exerciser group, 8.28 in new exerciser group, 8.59 in exercise dropout group, and 7.61 in exercise maintainer group). Compared with the persistent non-exerciser group, the new exerciser group (hazard ratio [HR] 0.87, 95% confidence interval [CI] 0.78–0.97), the exercise dropout group (HR 0.81, 95% CI 0.72–0.91), and the exercise maintainer group (HR 0.84, 95% CI 0.76–0.93) had lower risks of incident T2DM. Exercising
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- 2024
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12. Tobacco-induced hyperglycemia promotes lung cancer progression via cancer cell-macrophage interaction through paracrine IGF2/IR/NPM1-driven PD-L1 expression
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Hyun-Ji Jang, Hye-Young Min, Yun Pyo Kang, Hye-Jin Boo, Jisung Kim, Jee Hwan Ahn, Seung Ho Oh, Jin Hwa Jung, Choon-Sik Park, Jong-Sook Park, Seog-Young Kim, and Ho-Young Lee
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Science - Abstract
Abstract Tobacco smoking (TS) is implicated in lung cancer (LC) progression through the development of metabolic syndrome. However, direct evidence linking metabolic syndrome to TS-mediated LC progression remains to be established. Our findings demonstrate that 4-(methylnitrosamino)−1-(3-pyridyl)−1-butanone and benzo[a]pyrene (NNK and BaP; NB), components of tobacco smoke, induce metabolic syndrome characteristics, particularly hyperglycemia, promoting lung cancer progression in male C57BL/6 J mice. NB enhances glucose uptake in tumor-associated macrophages by increasing the expression and surface localization of glucose transporter (GLUT) 1 and 3, thereby leading to transcriptional upregulation of insulin-like growth factor 2 (IGF2), which subsequently activates insulin receptor (IR) in LC cells in a paracrine manner, promoting its nuclear import. Nuclear IR binds to nucleophosmin (NPM1), resulting in IR/NPM1-mediated activation of the CD274 promoter and expression of programmed death ligand-1 (PD-L1). Restricting glycolysis, depleting macrophages, or blocking PD-L1 inhibits NB-mediated LC progression. Analysis of patient tissues and public databases reveals elevated levels of IGF2 and GLUT1 in tumor-associated macrophages, as well as tumoral PD-L1 and phosphorylated insulin-like growth factor 1 receptor/insulin receptor (pIGF-1R/IR) expression, suggesting potential poor prognostic biomarkers for LC patients. Our data indicate that paracrine IGF2/IR/NPM1/PD-L1 signaling, facilitated by NB-induced dysregulation of glucose levels and metabolic reprogramming of macrophages, contributes to TS-mediated LC progression.
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- 2024
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13. A study of the factors and correlations influencing the safety level, job stress and job satisfaction of workers in small business in Korea
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Myung-Hee Kim, Won Choi, Woo-je Lee, and Jin-Woo Jung
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Safety level ,Job stress ,Job satisfaction ,Workplaces with less than 50 worker ,Small business ,Science (General) ,Q1-390 ,Social sciences (General) ,H1-99 - Abstract
Background: Job stress was found to directly increase the likelihood of accidents and indirectly increase the likelihood of accidents by lowering the safety atmosphere. Job stress has a significant impact on the safety environment, and job satisfaction is effective in reducing accident rates. Accordingly, we sought to investigate the correlation between safety level, job stress, and job satisfaction in small businesses with a high risk of industrial accidents. Additionally, we aim to investigate factors that may affect job stress, job satisfaction, and safety levels. Methods: This study was conducted on 230 workers in small businesses in Korea. First, hierarchical regression analysis was conducted using SPSS software, and anova analysis was used to investigate significant variables. Finally, the relationships between variables were investigated using structural equation modeling (SEM). Results: The analysis results showed that safety level and job stress had a negative correlation with a coefficient of −0.8. Safety level and job satisfaction had a correlation with a coefficient of 0.2. Job satisfaction and job stress had a negative correlation with a coefficient of −0.7. This shows that when job stress is high, there is a negative correlation between job satisfaction and safety level. In addition, 4 general characteristics items and 3 job characteristics items showed a correlation with job stress. 2 general characteristics items and 8 job characteristics items showed a correlation with job satisfaction. 4 general characteristics items and 11 job characteristics items showed a correlation with safety level. Conclusion: Small businesses' job stress, safety level, and job satisfaction showed a significant correlation. In addition, the relationship between the variables affecting them was significant. In order to reduce the occurrence of accidents among workers in small businesses, control of factors and efforts to reduce job stress are necessary.
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- 2024
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14. Pharmacokinetic comparison of subcutaneously administered CT‐P13 (biosimilar of infliximab) via autoinjector and pre‐filled syringe in healthy participants
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Ye Chan Park, Jae Hoon Kim, Sung Hyun Kim, Ju Hyun Lee, Jang Hee Hong, Jin‐Gyu Jung, and Jung Sunwoo
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Therapeutics. Pharmacology ,RM1-950 ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract CT‐P13, a biosimilar of infliximab, is used to treat inflammatory diseases that arise from immune system complications, resulting in excessive and persistent inflammation. The subcutaneous (SC) formulation of CT‐P13 overcomes the drawback of prolonged administration associated with the intravenous (IV) infliximab biosimilar, necessitating autoinjector (AI) administration. This randomized, open‐label, two‐arm, parallel‐group, single‐dose clinical pharmacology study aimed to evaluate the pharmacokinetics (PK) and safety of CT‐P13 SC administration via AI compared with the existing pre‐filled syringe (PFS) method. A total of 147 healthy participants were randomized into two groups, of which 139 completed the study. Blood samples were collected from before CT‐P13 SC administration to 2016 h after the start of the administration. Serum concentrations were analyzed using the Meso Scale Discovery electrochemiluminescence method. Geometric mean ratios (90% confidence interval) of the AUCinf (areas under the concentration–time curve from zero to infinity) and Cmax (The maximum serum concentration) for CT‐P13 SC AI versus CT‐P13 SC PFS groups, were 94.15% (85.02%–104.26%), 92.48% (84.66%–101.01%), respectively. CT‐P13 SC AI and CT‐P13 SC PFS achieved comparable PK because the 90% CI was within the predefined equivalence margin. At the end of the study, immunogenicity results revealed that 70 (97.22%) and 73 (98.65%) participants tested positive for anti‐drug antibody (ADA) in the CT‐P13 SC AI and CT‐P13 SC PFS groups, respectively. They were tested positive for neutralizing antibodies. No other significant safety differences were observed between the treatment groups. In conclusion, both administrations demonstrated PK equivalence and were both safe and well‐tolerated.
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- 2024
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15. Ustekinumab Demonstrates Lower Uveitis Risk in Moderate to Severe Psoriasis Patients Compared with Tumor Necrosis Factor-α Inhibitors
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Chul Hwan Bang, Hyun Ju Oh, Yeong Ho Kim, Jin-Hyung Jung, Ji Hyun Lee, Young Min Park, and Ju Hee Han
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uveitis ,psoriasis ,anti-tumor necrosis factor-α antibody ,ustekinumab ,Dermatology ,RL1-803 - Abstract
Abstract is missing (Short communication)
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- 2024
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16. Association Between the Timing of Atrial Fibrillation Detection and Functional Outcome Following Mechanical Thrombectomy
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Jae‐Chan Ryu, Sang‐Hun Lee, Jin‐Man Jung, Boseong Kwon, Yunsun Song, Deok H. Lee, Sujin Koo, Jun Y. Chang, Dong‐Wha Kang, Sun U. Kwon, Jong S. Kim, and Bum J. Kim
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atrial fibrillation ,atrial fibrillation diagnosed after stroke ,cardioembolic stroke ,known atrial fibrillation ,mechanical thrombectomy ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Atrial fibrillation detected after stroke (AFDAS) refers to the identification of newly diagnosed atrial fibrillation (AF) following an ischemic stroke in patients without known AF (KAF). The objective of this study was to compare the functional outcomes of patients diagnosed with AFDAS and those with KAF who underwent mechanical thrombectomy. Methods and Results We conducted a retrospective analysis of patients who underwent mechanical thrombectomy and with either new AF diagnosed during hospitalization or KAF. We compared the baseline characteristics, clinical, and procedure‐related variables between those with AFDAS and KAF. The primary outcome was the achievement of functional independence, defined as a modified Rankin Scale score of 0 to 2, at 3 months after stroke. Of the 252 patients, 101 (40.1%) were classified into the AFDAS group. The KAF group exhibited a higher rate of stroke history compared with the AFDAS group (32.5% versus 13.9%; P=0.001). Tandem occlusion was more common in the KAF group (13.2% versus 5.9%), while M2 occlusion was more common in the AFDAS group (11.3% versus 20.8%). The proportion of patients who achieved functional independence was higher in the AFDAS group (37.7% versus 52.5%; P=0.029). Multivariable analysis showed that AFDAS was associated with a favorable functional outcome (odds ratio, 2.67 [95% CI, 1.39–5.14]; P=0.003). Conclusions AFDAS demonstrated a positive association with functional independence in patients with stroke who underwent mechanical thrombectomy and were finally diagnosed to have AF during hospitalization. The observed disparities in occlusion site, intractable thrombus, and history of previous stroke may have contributed to these findings.
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- 2024
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17. Corrigendum: Improving the diagnostic performance of inexperienced readers for thyroid nodules through digital self-learning and artificial intelligence assistance
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Si Eun Lee, Hye Jung Kim, Hae Kyoung Jung, Jin Hyang Jung, Jae-Han Jeon, Jin Hee Lee, Hanpyo Hong, Eun Jung Lee, Daham Kim, and Jin Young Kwak
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thyroid cancer ,artificial intelligence ,ultrasound ,learning ,digital learning ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Published
- 2024
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18. A Multimodal Ensemble Deep Learning Model for Functional Outcome Prognosis of Stroke Patients
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Hye-Soo Jung, Eun-Jae Lee, Dae-Il Chang, Han Jin Cho, Jun Lee, Jae-Kwan Cha, Man-Seok Park, Kyung Ho Yu, Jin-Man Jung, Seong Hwan Ahn, Dong-Eog Kim, Ju Hun Lee, Keun-Sik Hong, Sung-Il Sohn, Kyung-Pil Park, Sun U. Kwon, Jong S. Kim, Jun Young Chang, Bum Joon Kim, Dong-Wha Kang, and KOSNI Investigators
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modified rankin scale ,stroke ,prognosis ,deep learning ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background and Purpose The accurate prediction of functional outcomes in patients with acute ischemic stroke (AIS) is crucial for informed clinical decision-making and optimal resource utilization. As such, this study aimed to construct an ensemble deep learning model that integrates multimodal imaging and clinical data to predict the 90-day functional outcomes after AIS. Methods We used data from the Korean Stroke Neuroimaging Initiative database, a prospective multicenter stroke registry to construct an ensemble model integrated individual 3D convolutional neural networks for diffusion-weighted imaging and fluid-attenuated inversion recovery (FLAIR), along with a deep neural network for clinical data, to predict 90-day functional independence after AIS using a modified Rankin Scale (mRS) of 3–6. To evaluate the performance of the ensemble model, we compared the area under the curve (AUC) of the proposed method with that of individual models trained on each modality to identify patients with AIS with an mRS score of 3–6. Results Of the 2,606 patients with AIS, 993 (38.1%) achieved an mRS score of 3–6 at 90 days post-stroke. Our model achieved AUC values of 0.830 (standard cross-validation [CV]) and 0.779 (time-based CV), which significantly outperformed the other models relying on single modalities: b-value of 1,000 s/mm2 (P
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- 2024
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19. Prediction of Recurrent Laryngeal Nerve Invasion in Thyroid Cancer by Ultrasound
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Jin Hyang Jung, Eunji Kim, and Byung Ju Kang
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ultrasonography ,recurrent laryngeal nerve ,neoplasm invasion ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Assessing recurrent laryngeal nerve invasion is crucial for the accurate staging of thyroid cancer. This, in turn, determines the extent of surgery or whether active surveillance is appropriate. Ultrasonography is useful in diagnosing extrathyroidal extension to adjacent structures. However, preoperative ultrasound cannot definitely exclude recurrent laryngeal nerve invasion or identify the entire course of the recurrent laryngeal nerve to the thyroid gland. Therefore, it is important to understand the ultrasound features that are most likely to be associated with the gross involvement of the recurrent laryngeal nerve.
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- 2024
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20. 2023 Diabetic Kidney Disease Fact Sheet in Korea
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Nam Hoon Kim, Mi-Hae Seo, Jin Hyung Jung, Kyung Do Han, Mi Kyung Kim, and Nan Hee Kim
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cardiovascular diseases ,diabetic nephropathies ,epidemiology ,incidence ,prevalence ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Background To investigate the prevalence, incidence, comorbidities, and management status of diabetic kidney disease (DKD) and diabetes-related end-stage kidney disease (ESKD) in South Korea. Methods We used the Korea National Health and Nutrition Examination Survey data (2019 to 2021, n=2,665) for the evaluation of prevalence, comorbidities, control rate of glycemia and comorbidities in DKD, and the Korean Health Insurance Service-customized database (2008 to 2019, n=3,950,857) for the evaluation of trends in the incidence and prevalence rate of diabetes-related ESKD, renin-angiotensin system (RAS) blockers and sodium glucose cotransporter 2 (SGLT2) inhibitors use for DKD, and the risk of atherosclerotic cardiovascular disease (ASCVD) and mortality according to DKD stages. DKD was defined as albuminuria or low estimated glomerular filtration rate (eGFR)
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- 2024
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21. Global intracranial arterial tortuosity is associated with intracranial atherosclerotic burden
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Mi-Yeon Eun, Ha‑Na Song, Jong‑Un Choi, Hwan‑Ho Cho, Hyung Jun Kim, Jong-Won Chung, Tae-Jin Song, Jin-Man Jung, Oh‑Young Bang, Gyeong‑Moon Kim, Hyunjin Park, David S. Liebeskind, and Woo-Keun Seo
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Tortuosity ,Intracranial atherosclerosis ,Stroke ,Medicine ,Science - Abstract
Abstract The effect of arterial tortuosity on intracranial atherosclerosis (ICAS) is not well understood. This study aimed to evaluate the effect of global intracranial arterial tortuosity on intracranial atherosclerotic burden in patients with ischemic stroke. We included patients with acute ischemic stroke who underwent magnetic resonance angiography (MRA) and classified them into three groups according to the ICAS burden. Global tortuosity index (GTI) was defined as the standardized mean curvature of the entire intracranial arteries, measured by in-house vessel analysis software. Of the 516 patients included, 274 patients had no ICAS, 140 patients had a low ICAS burden, and 102 patients had a high ICAS burden. GTI increased with higher ICAS burden. After adjustment for age, sex, vascular risk factors, and standardized mean arterial area, GTI was independently associated with ICAS burden (adjusted odds ratio [adjusted OR] 1.33; 95% confidence interval [CI] 1.09–1.62). The degree of association increased when the arterial tortuosity was analyzed limited to the basal arteries (adjusted OR 1.48; 95% CI 1.22–1.81). We demonstrated that GTI is associated with ICAS burden in patients with ischemic stroke, suggesting a role for global arterial tortuosity in ICAS.
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- 2024
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22. The risk of open angle glaucoma in young adults with allergic diseases: a Nationwide cohort study
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Kyungdo Han, Jin-Hyung Jung, Younhea Jung, Kyoung Ohn, and Jung Il Moon
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Medicine ,Science - Abstract
Abstract This study investigated the potential associations between allergic diseases (asthma, allergic rhinitis, and atopic dermatitis) and the development of primary open-angle glaucoma. We utilized authorized data from the Korean National Health Information Database (KNHID), which provides comprehensive medical claims data and information from the National Health Screening Program. We compared the baseline characteristics of subjects with and without allergic diseases and calculated the incidence and risk of glaucoma development. Cox proportional hazard regression analysis was used to determine the risk of glaucoma development in subjects with allergic diseases. A total of 171,129 subjects aged 20–39 with or without allergic diseases who underwent a general health examination between 2009 and 2015 were included. Subjects with allergic diseases exhibited a higher incidence of glaucoma compared to the control group. The hazard ratio (HR) of glaucoma onset was 1.49 and 1.39 in subjects with at least one allergic disease before and after adjusting for potential confounding factors, respectively. Among allergic diseases, atopic dermatitis showed the highest risk for glaucoma development (aHR 1.73) after adjusting for confounders. Allergic rhinitis showed an increased risk for incident glaucoma after adjustment (aHR 1.38). Asthma showed the lowest but still increased risk for glaucoma (aHR 1.22). The associations were consistent in all subgroup analyses stratified by sex, smoking, drinking, exercise, diabetes, hypertension, dyslipidemia, or history of steroid. In conclusion, allergic diseases are associated with increased risk of glaucoma development. Among allergic diseases, atopic dermatitis showed the highest risk for glaucoma development followed by allergic rhinitis and asthma.
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- 2024
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23. Importance of multimodal resident education curriculum for general surgeons: perspectives of trainers and trainees
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Jeeyeon Lee, Hyung Jun Kwon, Soo Yeon Park, and Jin Hyang Jung
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Surgeon ,Residency ,Education ,Multimodal ,Curriculum ,Special aspects of education ,LC8-6691 ,Medicine - Abstract
Abstract Purpose Satisfaction should be prioritized to maximize the value of education for trainees. This study was conducted with professors, fellows, and surgical residents in the Department of general surgery (GS) to evaluate the importance of various educational modules to surgical residents. Methods A questionnaire was administered to professors (n = 28), fellows (n = 8), and surgical residents (n = 14), and the responses of the three groups were compared. Four different categories of educational curricula were considered: instructor-led training, clinical education, self-paced learning, and hands-on training. Results The majority of surgeons regarded attending scrubs as the most important educational module in the training of surgical residents. However, while professors identified assisting operators by participating in surgery as the most important, residents assessed the laparoscopic training module with animal models as the most beneficial. Conclusions The best educational training course for surgical residents was hands-on training, which would provide them with several opportunities to operate and perform surgical procedures themselves.
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- 2024
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24. Incidentally found parotid gland lesion in 18F-FDG PET/CT for staging evaluation of patients with hepatocellular carcinoma: remote possibility of metastatic tumor or second primary salivary gland malignancy
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Jin Hyung Jung, Yoon Se Lee, Young Ho Jung, Seung-Ho Choi, Soon Yuhl Nam, Hyo Jung Cho, and Minsu Kwon
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Hepatocellular carcinoma ,Neoplasm metastasis ,Parotid neoplasms ,Positron emission tomography/computed tomography ,Second primary neoplasms ,Surgery ,RD1-811 - Abstract
Abstract Objectives We primarily aimed to evaluate whether parotid incidental lesion (PIL) in 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) for staging evaluation of patients with hepatocellular carcinoma (HCC) would represent a possibility of extrahepatic metastasis or second primary malignancy (SPM). Additionally, we explored the incidence of PIL in HCC patients and examined any associated risk factors. Methods We retrospectively analyzed patients with HCC who underwent 18F-FDG PET/CT at our institution from 2010 to 2022. The pathological findings of PILs in HCC patients were investigated for confirmatory identification of the risk of HCC metastasis or SPM in parotid gland. Healthy controls received 18F-FDG PET/CT for health screening were also enrolled to compare the incidence of PILs with HCC patients. Various parameters associated with patient demographics and characteristics of HCC were analyzed to find the related factors of PILs. Results A total of 17,674 patients with HCC and 2,090 healthy individuals who had undergone 18F-FDG PET/CT scans were enrolled in the analyses. Among the 54 HCC patients who underwent pathological confirmation for PILs, benign primary parotid tumor was most commonly observed (n = 43 [79.6%]); however, no malignant lesions were detected, including HCC metastasis. The incidence of PILs was higher in patients diagnosed with HCC compared with the control group (485 [2.7%] vs. 23 [1.1%], p = 0.002). Analysis for the risk factors for PILs revealed that patient age, sex, and positive viral markers were significantly associated with the incidence of PILs in patients with HCC (all p
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- 2024
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25. Long non-coding RNA SOX2OT in tamoxifen-resistant breast cancer
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Jeeyeon Lee, Eun-Ae Kim, Jieun Kang, Yee Soo Chae, Ho Yong Park, Byeongju Kang, Soo Jung Lee, In Hee Lee, Ji-Young Park, Nora Jee-young Park, and Jin Hyang Jung
- Subjects
Breast cancer ,Tamoxifen ,Resistance ,LncRNA ,SOX2OT ,Cytology ,QH573-671 - Abstract
Abstract Hormone receptor (HR)-positive breast cancer can become aggressive after developing hormone-treatment resistance. This study elucidated the role of long non-coding RNA (lncRNA) SOX2OT in tamoxifen-resistant (TAMR) breast cancer and its potential interplay with the tumor microenvironment (TME). TAMR breast cancer cell lines TAMR-V and TAMR-H were compared with the luminal type A cell line (MCF-7). LncRNA expression was assessed via next-generation sequencing, RNA extraction, lncRNA profiling, and quantitative RT-qPCR. SOX2OT overexpression effects on cell proliferation, migration, and invasion were evaluated using various assays. SOX2OT was consistently downregulated in TAMR cell lines and TAMR breast cancer tissue. Overexpression of SOX2OT in TAMR cells increased cell proliferation and cell invasion. However, SOX2OT overexpression did not significantly alter SOX2 levels, suggesting an independent interaction within TAMR cells. Kaplan–Meier plot analysis revealed an inverse relationship between SOX2OT expression and prognosis in luminal A and B breast cancers. Our findings highlight the potential role of SOX2OT in TAMR breast cancer progression. The downregulation of SOX2OT in TAMR breast cancer indicates its involvement in resistance mechanisms. Further studies should explore the intricate interactions between SOX2OT, SOX2, and TME in breast cancer subtypes.
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- 2024
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26. Low-noise fast-response readout circuit to improve coincidence time resolution
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Jiwoong Jung, Yong Choi, Seunghun Back, Jin Ho Jung, Sangwon Lee, and Yeonkyeong Kim
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Time-of-flight PET ,Ultra-high frequency ,Fully-differential mode ,PET detector ,Coincidence time resolution ,Nuclear engineering. Atomic power ,TK9001-9401 - Abstract
Time-of-flight (TOF) PET detectors with fast-rise-time scintillators and fast-single photon time resolution silicon photomultiplier (SiPM) have been developed to improve the coincidence timing resolution (CTR) to sub-100 ps. The CTR can be further improved with an optimal bandwidth and minimized electronic noise in the readout circuit and this helps reduce the distortion of the fast signals generated from the TOF-PET detector. The purpose of this study was to develop an ultra-high frequency and fully-differential (UF-FD) readout circuit that minimizes distortion in the fast signals produced using TOF-PET detectors, and suppresses the impact of the electronic noise generated from the detector and front-end readout circuits. The proposed UF-FD readout circuit is composed of two differential amplifiers (time) and a current feedback operational amplifier (energy). The ultra-high frequency differential (7 GHz) amplifiers can reduce the common ground noise in the fully-differential mode and minimize the distortion in the fast signal. The CTR and energy resolution were measured to evaluate the performance of the UF-FD readout circuit. These results were compared with those obtained from a high-frequency and single ended readout circuit. The experiment results indicated that the UF-FD readout circuit proposed in this study could substantially improve the best achievable CTR of TOF-PET detectors.
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- 2024
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27. Understanding syndrome in clinical settings: a case series
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Ji Hyun An, Sohee Park, Jin Young Jung, and Jin Pyo Hong
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hikikomori ,mental disorders ,mental health ,social isolation ,Medicine - Abstract
Hikikomori syndrome (HS), a phenomenon characterized by social withdrawal and isolation, has attracted significant attention in both academic and clinical settings. However, understanding the diverse nature of HS remains a challenge due to its multifaceted etiology and presentation. This paper aims to shed light on this phenomenon by examining three representative typologies of HS in clinical settings. Through detailed case analyses, we categorize HS into three main types: HS associated with neurodevelopmental disorders; HS triggered by the onset of mental illness; and HS emerging gradually with age-related challenges. By elucidating these typologies, we provide insights into the complex interplay of psychological, social, and developmental factors contributing to HS, thereby facilitating more tailored approaches for the evaluation of and intervention into this syndrome in clinical practice.
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- 2024
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28. 2023 Obesity Fact Sheet: Prevalence of Obesity and Abdominal Obesity in Adults, Adolescents, and Children in Korea from 2012 to 2021
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Su-Min Jeong, Jin-Hyung Jung, Ye Seul Yang, Wonsock Kim, In Young Cho, You-Bin Lee, Kye-Yeung Park, Ga Eun Nam, Kyungdo Han, and the Taskforce Team of the Obesity Fact Sheet of the Korean Society for the Study of Obesity
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obesity ,child ,adolescent ,young adult ,abdominal obesity ,obesity fact sheet ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Background : The 2023 Obesity Fact Sheet aims to present an updated overview of obesity prevalence across all age groups, including children and adolescents. Methods : This study included individuals aged ≥20 years (n=16,941,423 in 2021) who underwent health checkups provided by the Korean National Health Insurance Service between 2012 and 2021. The prevalence of obesity and abdominal obesity was standardized by age and sex using data from the 2010 population and housing census. For children and adolescents (6 to 18 years) (n=884 in 2021), we used the Korea National Health and Nutrition Examination Survey (2012 to 2021), and obesity was defined by the corresponding sex- and age-specific body mass index percentile of 95th or greater based on the 2017 Korean National Growth Chart for Children and Adolescents. Results : The overall prevalence of obesity in 2021 is 38.4% (49.2% in men and 27.8% in women), which is a 1.27-fold increase from 30.2% in 2012. The prevalence of obesity has increased across all age groups, particularly among those aged 20, 30, and 80 years. The prevalence of class III obesity substantially increased from 0.35% (men) and 0.42% (women) in 2012 to 1.21% and 0.97% in 2021, with 3.46- and 2.31-fold increases, respectively. This increase was particularly pronounced in young adults. The prevalence of obesity in children and adolescents has surged from 9.7% in 2012 to 19.3% in 2021, with a greater increase among boys. Conclusion : Our study provides information on the current status of obesity prevalence based on the 2023 Obesity Fact Sheet, emphasizing the urgency of implementing timely strategies to reverse this increasing trend.
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- 2024
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29. Analyzing the Impact of Oncological Data at Different Time Points and Tumor Biomarkers on Artificial Intelligence Predictions for Five-Year Survival in Esophageal Cancer
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Leandra Lukomski, Juan Pisula, Naita Wirsik, Alexander Damanakis, Jin-On Jung, Karl Knipper, Rabi Datta, Wolfgang Schröder, Florian Gebauer, Thomas Schmidt, Alexander Quaas, Katarzyna Bozek, Christiane Bruns, and Felix Popp
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artificial intelligence for survival prediction ,long-term survival for upper gastrointestinal cancer ,biomarkers replace TNM ,feature selection for upper gastrointestinal cancer ,Computer engineering. Computer hardware ,TK7885-7895 - Abstract
AIM: In this study, we use Artificial Intelligence (AI), including Machine (ML) and Deep Learning (DL), to predict the long-term survival of resectable esophageal cancer (EC) patients in a high-volume surgical center. Our objective is to evaluate the predictive efficacy of AI methods for survival prognosis across different time points of oncological treatment. This involves comparing models trained with clinical data, integrating either Tumor, Node, Metastasis (TNM) classification or tumor biomarker analysis, for long-term survival predictions. METHODS: In this retrospective study, 1002 patients diagnosed with EC between 1996 and 2021 were analyzed. The original dataset comprised 55 pre- and postoperative patient characteristics and 55 immunohistochemically evaluated biomarkers following surgical intervention. To predict the five-year survival status, four AI methods (Random Forest RF, XG Boost XG, Artificial Neural Network ANN, TabNet TN) and Logistic Regression (LR) were employed. The models were trained using three predefined subsets of the training dataset as follows: (I) the baseline dataset (BL) consisting of pre-, intra-, and postoperative data, including the TNM but excluding tumor biomarkers, (II) clinical data accessible at the time of the initial diagnostic workup (primary staging dataset, PS), and (III) the PS dataset including tumor biomarkers from tissue microarrays (PS + biomarkers), excluding TNM status. We used permutation feature importance for feature selection to identify only important variables for AI-driven reduced datasets and subsequent model retraining. RESULTS: Model training on the BL dataset demonstrated similar predictive performances for all models (Accuracy, ACC: 0.73/0.74/0.76/0.75/0.73; AUC: 0.78/0.82/0.83/0.80/0.79 RF/XG/ANN/TN/LR, respectively). The predictive performance and generalizability declined when the models were trained with the PS dataset. Surprisingly, the inclusion of biomarkers in the PS dataset for model training led to improved predictions (PS dataset vs. PS dataset + biomarkers; ACC: 0.70 vs. 0.77/0.73 vs. 0.79/0.71 vs. 0.75/0.69 vs. 0.72/0.63 vs. 0.66; AUC: 0.77 vs. 0.83/0.80 vs. 0.85/0.76 vs. 0.86/0.70 vs. 0.76/0.70 vs. 0.69 RF/XG/ANN/TN/LR, respectively). The AI models outperformed LR when trained with the PS datasets. The important features shared after AI-driven feature selection in all models trained with the BL dataset included histopathological lymph node status (pN), histopathological tumor size (pT), clinical tumor size (cT), age at the time of surgery, and postoperative tracheostomy. Following training with the PS dataset with biomarkers, the important predictive features included patient age at the time of surgery, TP-53 gene mutation, Mesothelin expression, thymidine phosphorylase (TYMP) expression, NANOG homebox protein expression, and indoleamine 2,3-dioxygenase (IDO) expressed on tumor-infiltrating lymphocytes, as well as tumor-infiltrating Mast- and Natural killer cells. CONCLUSION: Different AI methods similarly predict the long-term survival status of patients with EC and outperform LR, the state-of-the-art classification model. Survival status can be predicted with similar predictive performance with patient data at an early stage of treatment when utilizing additional biomarker analysis. This suggests that individual survival predictions can be made early in cancer treatment by utilizing biomarkers, reducing the necessity for the pathological TNM status post-surgery. This study identifies important features for survival predictions that vary depending on the timing of oncological treatment.
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- 2024
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30. Improving the diagnostic performance of inexperienced readers for thyroid nodules through digital self-learning and artificial intelligence assistance
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Si Eun Lee, Hye Jung Kim, Hae Kyoung Jung, Jin Hyang Jung, Jae-Han Jeon, Jin Hee Lee, Hanpyo Hong, Eun Jung Lee, Daham Kim, and Jin Young Kwak
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thyroid cancer ,artificial intelligence ,ultrasound ,learning ,digital learning ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
BackgroundData-driven digital learning could improve the diagnostic performance of novice students for thyroid nodules.ObjectiveTo evaluate the efficacy of digital self-learning and artificial intelligence-based computer-assisted diagnosis (AI-CAD) for inexperienced readers to diagnose thyroid nodules.MethodsBetween February and August 2023, a total of 26 readers (less than 1 year of experience in thyroid US from various departments) from 6 hospitals participated in this study. Readers completed an online learning session comprising 3,000 thyroid nodules annotated as benign or malignant independently. They were asked to assess a test set consisting of 120 thyroid nodules with known surgical pathology before and after a learning session. Then, they referred to AI-CAD and made their final decisions on the thyroid nodules. Diagnostic performances before and after self-training and with AI-CAD assistance were evaluated and compared between radiology residents and readers from different specialties.ResultsAUC (area under the receiver operating characteristic curve) improved after the self-learning session, and it improved further after radiologists referred to AI-CAD (0.679 vs 0.713 vs 0.758, p
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- 2024
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31. Age‐Related Risk of Stroke Following Ocular Motor Cranial Nerve Palsy
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Daye Diana Choi, Dae Young Cheon, Kyung‐Ah Park, Kyung‐Do Han, Jin‐Hyung Jung, and Sei Yeul Oh
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age factor ,cranial nerve palsy ,diplopia ,ischemic stroke ,population‐based study ,stroke ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background This cohort study aims to examine the relationship between the occurrence of cranial nerve palsy (CNP) affecting the third, fourth, or sixth cranial nerve and the subsequent risk of stroke, with a particular focus on the modulating effect of age on this association. Methods and Results We established a cohort of individuals diagnosed with third, fourth, or sixth CNP who underwent national health screening within 2 years of diagnosis from 2010 to 2017. A control group was matched by sex and age at a ratio of 1:5. Participants were followed until December 31, 2019. We use multivariable Cox proportional hazards regression analyses to assess the association between ocular motor CNP and subsequent stroke stratified by age. Covariates including lifestyle, health behavior, underlying comorbidities, and Charlson comorbidity index score were also adjusted. Compared with the control group, the ocular motor CNP group had a higher risk of stroke after adjusting for potential confounders (hazard ratio [HR], 1.23 [95% CI,, 1.08–1.39]). The risk of stroke increased by 8.91 times in individuals with ocular motor CNP who were in their 30s (HR, 8.91 [95% CI, 1.63–48.66]). The risk increased by 2.49 times in those who were in their 40s, 1.78 times in those who were in their 50s, and 1.32 times in those who were in their 60s (HRs, 2.49, 1.78, and 1.32 [95% CI, 1.39–4.45, 1.31–2.42, and 1.08–1.62], respectively). However, for those who were in their 20s, 70s, or 80s, the incidence of stroke did not significantly increase. Conclusions Our study establishes an association between ocular motor CNP and an increased risk of stroke, particularly in young adults.
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- 2024
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32. Defect Passivation of 2D Semiconductors by Fixating Chemisorbed Oxygen Molecules via h‐BN Encapsulations
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Jin‐Woo Jung, Hyeon‐Seo Choi, Young‐Jun Lee, Youngjae Kim, Takashi Taniguchi, Kenji Watanabe, Min‐Yeong Choi, Jae Hyuck Jang, Hee‐Suk Chung, Dohun Kim, Youngwook Kim, and Chang‐Hee Cho
- Subjects
chemisorption ,defect passivation ,hexagonal boron nitride ,oxygen molecule ,transition metal dichalcogenide ,Science - Abstract
Abstract Hexagonal boron nitride (h‐BN) is a key ingredient for various 2D van der Waals heterostructure devices, but the exact role of h‐BN encapsulation in relation to the internal defects of 2D semiconductors remains unclear. Here, it is reported that h‐BN encapsulation greatly removes the defect‐related gap states by stabilizing the chemisorbed oxygen molecules onto the defects of monolayer WS2 crystals. Electron energy loss spectroscopy (EELS) combined with theoretical analysis clearly confirms that the oxygen molecules are chemisorbed onto the defects of WS2 crystals and are fixated by h‐BN encapsulation, with excluding a possibility of oxygen molecules trapped in bubbles or wrinkles formed at the interface between WS2 and h‐BN. Optical spectroscopic studies show that h‐BN encapsulation prevents the desorption of oxygen molecules over various excitation and ambient conditions, resulting in a greatly lowered and stabilized free electron density in monolayer WS2 crystals. This suppresses the exciton annihilation processes by two orders of magnitude compared to that of bare WS2. Furthermore, the valley polarization becomes robust against the various excitation and ambient conditions in the h‐BN encapsulated WS2 crystals.
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- 2024
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33. Unveiling the crucial role of peroxisomal acyl-CoA metabolism in muscle atrophy: Insights from genetic models and therapeutic interventions
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Jiang, Songling, Kim, Han Sol, Ryu, Ji Hyun, Lee, Yong-Soo, Kim, Dong-Ik, and Jin, Eun-Jung
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- 2024
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34. Electrical and fluorescence in situ monitoring of tumor microenvironment-based pH-responsive polymer dot coated surface
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Kim, Tae Min, Subba, Sunu Hangma, Hwang, Yoon Kil, Kim, Seul Gi, Park, Junyoung, Jin, Eun-Jung, and Park, Sung Young
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- 2025
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35. Nonarteritic anterior ischemic optic neuropathy and incidence of Parkinson’s disease based on a nationwide population based study
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Jong Hyeon Ahn, Min Chae Kang, Jinyoung Youn, Kyung-Ah Park, Kyung-Do Han, and Jin-hyung Jung
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Medicine ,Science - Abstract
Abstract This study aimed to investigate the association between nonarteritic anterior ischemic optic neuropathy (NAION) and Parkinson's disease (PD) using a retrospective, nationwide, population-based cohort in South Korea. This study utilized data from the Korean National Health Insurance database, including 43,960 NAION patients and 219,800 age- and sex-matched controls. Cox proportional hazards regression models were used to assess the risk of developing PD in the NAION group compared to the control group after adjusting for various confounding factors. Subgroup analyses were conducted based on sex, age, and comorbidities. The incidence rate of PD was higher in the NAION group (1.326 per 1000 person-years) than in the control group (0.859 per 1000 person-years). After adjusting for confounding factors, the risk of developing PD was significantly higher in the NAION group (adjusted hazard ratio [aHR] 1.516, 95% confidence interval [CI] 1.300–1.769). Subgroup analyses did not reveal a significant difference in the risk of PD development based on sex, age, or comorbidities. This retrospective, nationwide, population-based cohort study revealed a significant association between NAION and an increased risk of developing PD in a South Korean population. The incidence rate of PD was observed to be higher in individuals diagnosed with NAION than in age- and sex-matched controls even after adjusting for potential confounding variables, with the risk being approximately 51.6% higher in the NAION group. Further research is necessary to elucidate the underlying pathophysiological mechanisms linking NAION to PD and to determine whether similar associations exist in other ethnic and geographical populations.
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- 2024
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36. Anticancer Effect by Combined Treatment of Artemisia annua L. Polyphenols and Docetaxel in DU145 Prostate Cancer Cells and HCT116 Colorectal Cancer Cells
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Eun Joo Jung, Hye Jung Kim, Sung Chul Shin, Gon Sup Kim, Jin-Myung Jung, Soon Chan Hong, Ky Hyun Chung, Choong Won Kim, and Won Sup Lee
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Artemisia annua L. polyphenols ,docetaxel ,anticancer effect ,p53 ,prostate cancer ,colorectal cancer ,Biology (General) ,QH301-705.5 - Abstract
Docetaxel (DTX), a semi-synthetic analogue of paclitaxel (taxol), is known to exert potent anticancer activity in various cancer cells by suppressing normal microtubule dynamics. In this study, we examined how the anticancer effect of DTX is regulated by polyphenols extracted from Korean Artemisia annua L. (pKAL) in DU145 prostate cancer cells (mutant p53) and HCT116 colorectal cancer cells (wild-type p53). Here, we show that the anticancer effect of DTX was enhanced more significantly by pKAL in HCT116 cells than in DU145 cells via phase-contrast microscopy, CCK-8 assay, Western blot, and flow cytometric analysis of annexin V/propidium iodide-stained cells. Notably, mutant p53 was slightly downregulated by single treatment of pKAL or DTX in DU145 cells, whereas wild-type p53 was significantly upregulated by pKAL or DTX in HCT116 cells. Moreover, the enhanced anticancer effect of DTX by pKAL in HCT116 cells was significantly associated with the suppression of DTX-induced p53 upregulation, increase of DTX-induced phospho-p38, and decrease of DTX-regulated cyclin A, cyclin B1, AKT, caspase-8, PARP1, GM130, NF-κB p65, and LDHA, leading to the increased apoptotic cell death and plasma membrane permeability. Our results suggest that pKAL could effectively improve the anticancer effect of DTX-containing chemotherapy used to treat various cancers expressing wild-type p53.
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- 2024
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37. Risk of dementia in survivors of active tuberculosis in Korea: A nationwide cohort study
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Yohwan Yeo, Jung Eun Yoo, Kyungdo Han, Jin-Hyung Jung, Hayoung Choi, Jongkyu Park, Dong Wook Shin, and Hyun Lee
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Pulmonary tuberculosis ,Alzheimer disease ,Vascular dementia ,Infectious and parasitic diseases ,RC109-216 ,Public aspects of medicine ,RA1-1270 - Abstract
Background: Concern has been growing regarding post-tuberculosis (TB) morbidities, including neurologic and vascular comorbidities. However, the association between post-TB status and the risk of dementia has been evaluated in only few studies. Therefore, in the present study, the risk of dementia was investigated in a nationwide population-based cohort. Methods: Using the Korean National Health Insurance Service (KNHIS) database, this study included TB survivors (n = 50,182) and matched controls (n = 50,182) for age, sex, and year of index date. The risk of dementia was estimated using Cox proportional hazards regression, and stratified analyses for related factors were performed. Results: During a mean 3.5 years of follow-up, the incidence of dementia was 9.32 for Alzheimer disease and 1.17 for vascular dementia per 1000 person-years for TB survivors and 7.21 and 0.67, respectively, for matched controls. The overall risk of Alzheimer disease was 1.11 (95% confidence interval (CI) 1.03–1.20)-fold higher in TB survivors than in matched controls. For vascular dementia, 1.48 (95% CI 1.16–1.89)-fold higher risk was found in TB survivors than in matched controls. The strength of the association between TB and dementia was higher in CNS TB (aHR 1.76, 95% CI 1.18 –2.64) than non-CNS TB (aHR 1.11, 95% CI 1.05–1.19) compared to controls, especially for patients with vascular dementia (3.33, 95% CI 1.06–10.49). Conclusion: TB survivors had a significantly higher risk of dementia than the general population.
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- 2024
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38. Different effect of hypo- and hypermetabolism on cognition in dementia with Lewy bodies: are they coupled or independent?
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Seong Ho Jeong, Jungho Cha, Han Soo Yoo, Seok Jong Chung, Jin Ho Jung, Young H. Sohn, and Phil Hyu Lee
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Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Patients with dementia with Lewy bodies (DLB) show widespread brain metabolic changes. This study investigated whether brain hypo- and hypermetabolism in DLB have differential effects on cognition. We enrolled 55 patients with DLB (15 prodromal DLB [MCI-LB] and 40 probable DLB) and 13 healthy controls who underwent 18F-fluorodeoxyglucose positron emission tomography and detailed neuropsychological tests. Metabolic indices reflecting associated changes in regional cerebral glucose metabolism were calculated as follows: index(-) for hypometabolism [DLB-hypo] and index(+) for hypermetabolism [DLB-hyper]. The effects of DLB-hypo or DLB-hyper on cognitive function were assessed using a multivariate linear regression model. Additionally, a linear mixed model was used to investigate the association between each index and the longitudinal cognitive decline. There was no correlation between DLB-hypo and DLB-hyper in the disease group. The multivariate linear regression model showed that DLB-hypo was associated with language, visuospatial, visual memory, and frontal/executive functions; whereas DLB-hyper was responsible for attention and verbal memory. There was significant interaction between DLB-hypo and DLB-hyper for verbal and visual memory, which was substantially affected by DLB-hyper in relatively preserved DLB-hypo status. A linear mixed model showed that DLB-hypo was associated with longitudinal cognitive outcomes, regardless of cognitive status, and DLB-hyper contributed to cognitive decline only in the MCI-LB group. The present study suggests that DLB-hypo and DLB-hyper may be independent of each other and differentially affect the baseline and longitudinal cognitive function in patients with DLB.
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- 2024
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39. 18 F-ASEM PET/MRI targeting alpha7-nicotinic acetylcholine receptor can reveal skeletal muscle denervation
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Yong-il Kim, Seung Hak Lee, Jin Hwa Jung, Seog-Young Kim, Nare Ko, Sang Ju Lee, Seung Jun Oh, Jin-Sook Ryu, Dabin Ko, Won Kim, and Kyunggon Kim
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Muscle denervation ,Peripheral nervous system ,Nicotinic acetylcholine receptor ,18F-ASEM ,Positron emission tomography ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Abstract Background The increased expression of the nicotinic acetylcholine receptor (nAChR) in muscle denervation is thought to be associated with electrophysiological acetylcholine supersensitivity after nerve injury. Hence, we investigated the utility of the 18F-ASEM alpha7-nAChR targeting radiotracer as a new diagnostic method by visualizing skeletal muscle denervation in mouse models of sciatic nerve injury. Methods Ten-week-old C57BL/6 male mice were utilized. The mice were anesthetized, and the left sciatic nerve was resected after splitting the gluteal muscle. One week (n = 11) and three weeks (n = 6) after the denervation, 18F-ASEM positron emission tomography/magnetic resonance imaging (PET/MRI) was acquired. Maximum standardized uptake values (SUVmax) of the tibialis anterior muscle were measured for the denervated side and the control side. Autoradiographic evaluation was performed to measure the mean counts of the denervated and control tibialis anterior muscles at one week. In addition, immunohistochemistry was used to identify alpha7-nAChR-positive areas in denervated and control tibialis anterior muscles at one week (n = 6). Furthermore, a blocking study was conducted with methyllycaconitine (MLA, n = 5). Results 18F-ASEM PET/MRI showed significantly increased 18F-ASEM uptake in the denervated tibialis anterior muscle relative to the control side one week and three weeks post-denervation. SUVmax of the denervated muscles at one week and three weeks showed significantly higher uptake than the control (P = 0.0033 and 0.0277, respectively). The relative uptake by autoradiography for the denervated muscle was significantly higher than in the control, and immunohistochemistry revealed significantly greater alpha7-nAChR expression in the denervated muscle (P = 0.0277). In addition, the blocking study showed no significant 18F-ASEM uptake in the denervated side when compared to the control (P = 0.0796). Conclusions Our results suggest that nAChR imaging with 18F-ASEM has potential as a noninvasive diagnostic method for peripheral nervous system disorders.
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- 2024
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40. Differential effects of cholesterol levels on cognition according to body mass index in Parkinson’s disease
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Seong Ho Jeong, Seok Jong Chung, Han Soo Yoo, Jin Ho Jung, Jong Sam Baik, Young H. Sohn, and Phil Hyu Lee
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Cholesterol ,Body mass index ,Parkinson’s disease ,Cognition ,Dementia ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Cholesterol is an essential component of the neuronal cell membrane and is crucial for neuronal function; however, the role of cholesterol levels in Parkinson’s disease (PD) is debatable. This study investigated the complex relationship between total cholesterol (TC) levels, body mass index (BMI), and cognition in patients with PD. Methods This study included 321 drug-naïve patients with PD who underwent dopamine transporter (DAT) imaging and baseline neuropsychological tests. Multivariate linear regression and Cox regression models were used to investigate the effect of TC levels on the composite score of each cognitive domain and dementia conversion after adjusting for covariates, respectively. Interaction analyses were performed to examine the interaction effect between TC levels and BMI on baseline cognition and dementia conversion. Results TC levels and cognition showed no significant relationship after adjusting for potential confounders. A significant interaction effect between TC levels and BMI was observed in frontal/executive function and dementia conversion. Further analyses showed that TC levels were positively associated with frontal/executive function in the under-/normal weight group (β = 0.205, p = 0.013), whereas a negative relationship existed between TC levels and frontal/executive function in the obese group (β = − 0.213, p = 0.017). Cox regression analyses also showed the differential effects of TC levels on dementia conversion according to BMI (under-/normal weight group: hazard ratio [HR] = 0.550, p = 0.013; obese group: HR = 2.085, p = 0.014). Conclusions This study suggests a cross-over interaction between TC levels and BMI on cognitive symptoms in PD.
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- 2024
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41. Machine learning application in ischemic stroke diagnosis, management, and outcome prediction: a narrative review
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Mi-Yeon Eun, Eun-Tae Jeon, and Jin-Man Jung
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machine learning ,ischemic stroke ,diagnosis ,disease management ,prognosis ,Medicine - Abstract
Stroke is a leading cause of disability and death. The condition requires prompt diagnosis and treatment. The quality of care provided to patients with stroke can vary depending on the availability of medical resources, which in turn, can affect prognosis. Recently, there has been growing interest in using machine learning (ML) to support stroke diagnosis and treatment decisions based on large medical data sets. Current ML applications in stroke care can be divided into two categories: analysis of neuroimaging data and clinical informationbased predictive models. Using ML to analyze neuroimaging data can increase the efficiency and accuracy of diagnoses. Commercial software that uses ML algorithms is already being used in the medical field. Additionally, the accuracy of predictive ML models is improving with the integration of radiomics and clinical data. is expected to be important for improving the quality of care for patients with stroke.
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- 2023
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42. Fusion Assessment of Oblique Lumbar Interbody Fusion Using Demineralized Bone Matrix: A 2-Year Prospective Study
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Sangseok Lee, Jin Woo Jung, Sang-Woo Lee, Kyoung-Tae Kim, Heum-Dai Kwon, Subum Lee, Young San Ko, Pius Kim, and Dae-Chul Cho
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oblique lumbar interbody fusion ,fusion assessment ,dbm ,modified brantiga-steffee-fraser scale ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Objective Although several studies have reported successful fusion rates after oblique lumbar interbody fusion (OLIF) using allografts or dimerized bone matrix (DBM) instead of autografts, whether OLIF can achieve satisfactory solid fusion without the use of autografts remains unclear. This study investigated the real fusion rates after OLIF using allografts and DBM, which were evaluated using both dynamic radiographs and computed tomography scans. Methods We enrolled 79 consecutive patients who underwent minimally invasive OLIF followed by percutaneous pedicle screw fixation. All patients were treated with OLIF between L2 and L5 and underwent radiographic and clinical follow-ups at 12, 18, and 24 months after surgery. Radiographic assessment of fusion was performed using the modified BrantigaSteffee-Fraser (mBSF) scale, which was categorized as follows: grades I (radiographic pseudoarthrosis), II (indeterminate fusion), and III (solid radiographic fusion). Other radiologic and clinical outcomes were evaluated using the following parameters: vertebral slippage distance, disc height, subsidence, Oswestry Disability Index (ODI), and visual analogue scale (VAS). Results Clinical outcomes demonstrated significant improvements in the VAS scores for back pain, leg pain, and ODI after surgery. Subsidence was present in 34 cases (35.4%) at 12 months postoperatively, which increased to 47.9% and reached 50.0% at 1.5 years and 2 years after surgery, respectively. The solid fusion rate after OLIF was 32.3% at 1 year, increased to 58.3% at 1.5 years, and reached 72.9% at 2 years. Radiographic pseudoarthrosis was 24.0% at 1 year, which decreased to 6.3% at 1.5 years and 3.1% at 2 years. Conclusion OLIF is a safe and effective surgical procedure for the treatment of degenerative lumbar diseases. The mBSF scale, which simultaneously evaluates both dynamic angles and bone bridge formation, offers great reliability for the radiological assessment of fusion. Moreover, OLIF using allografts and DBM, which is performed on one or 2 levels at L2–5, can achieve satisfactory fusion rates within 2 years after surgery.
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- 2023
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43. Immediate Effects of Two Different Methods of Trunk Elastic Taping on Pelvic Inclination, Trunk Impairment, Balance, and Gait in Stroke Patients
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Eui-Young Jung, Jin-Hwa Jung, and Won-Ho Choi
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stroke ,pelvic tilt ,postural balance ,gait ,trunk impairment ,Medicine (General) ,R5-920 - Abstract
Background and Objectives: Stroke patients often experience changes in their pelvic tilt, trunk impairments and decreased gait and balance. While various therapeutic interventions have been attempted to improve these symptoms, there is a need for interventions that are easy to apply and reduce the physical labor of physical and occupational therapists. We aimed to investigate the immediate effects of two different methods of trunk elastic taping on the pelvic inclination, trunk impairment, balance, and gait in chronic stroke patients. Materials and Methods: We performed a single-blind randomized controlled trial involving 45 patients with chronic stroke. Participants were randomly assigned to one of three groups: forward rotation with posterior pelvic tilt taping (FRPPT, n = 14), backward rotation with posterior pelvic tilt taping (BRPPT, n = 14), or placebo taping (PT = 14). This study was conducted from December 2023 to January 2024. All the measurements were performed twice: before the intervention and immediately after the intervention. The pelvic inclination was assessed using the anterior pelvic tilt angle. The trunk impairment scale (TIS) was used to measure the trunk impairment. The balance and gait were evaluated using a force plate and walkway system. Results: The pelvic inclination was significantly different in the FRPPT and BRPPT groups compared to the PT group (p < 0.05, p < 0.001). The TIS and gait were significantly increased in the FRPPT group compared to the PT group (p < 0.05). The balance significantly improved in the FRPPT and BRPPT within groups (p < 0.05). Conclusions: Two different methods of posterior pelvic tilt taping improved the anterior pelvic tilt in chronic hemiplegic stroke patients compared with PT, and the FRPPT method also improved the trunk impairment and gait. Therefore, posterior pelvic tilt taping can be used as an intervention with immediate effect.
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- 2024
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44. Development of Cost-Effective SNP Markers for Genetic Variation Analysis and Variety Identification in Cultivated Pears (Pyrus spp.)
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Jae-Hun Heo, Jeyun Yeon, Jin-Kee Jung, Il Sheob Shin, and Sung-Chur Sim
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fruit crop ,molecular marker ,genotyping by sequencing ,plant variety protection ,breeding ,Botany ,QK1-989 - Abstract
Pear (Pyrus spp.) is a major fruit crop in the Rosaceae family, and extensive efforts have been undertaken to develop elite varieties. With advances in genome sequencing technologies, single-nucleotide polymorphisms (SNPs) are commonly used as DNA markers in crop species. In this study, a large-scale discovery of SNPs was conducted using genotyping by sequencing in a collection of 48 cultivated pear accessions. A total of 256,538 confident SNPs were found on 17 chromosomes, and 288 SNPs were filtered based on polymorphic information content, heterozygosity rate, and genome distribution. This subset of SNPs was used to genotype an additional 144 accessions, consisting of P. pyrifolia (53), P. ussuriensis (27), P. bretschneideri (19), P. communis (26), interspecific hybrids (14), and others (5). The 232 SNPs with reliable polymorphisms revealed genetic variations between and within species in the 192 pear accessions. The Asian species (P. pyrifolia, P. ussuriensis, and P. bretschneideri) and interspecific hybrids were genetically differentiated from the European species (P. communis). Furthermore, the P. pyrifolia population showed higher genetic diversity relative to the other populations. The 232 SNPs and four subsets (192, 96, 48, and 24 SNPs) were assessed for variety identification. The 192 SNP subset identified 173 (90.1%) of 192 accessions, which was comparable to 175 (91.1%) from the 232 SNPs. The other three subsets showed 81.8% (24 SNPs) to 87.5% (96 SNPs) identification rates. The resulting SNPs will be a useful resource to investigate genetic variations and develop an efficient DNA barcoding system for variety identification in cultivated pears.
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- 2024
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45. Behavioral Finance Insights into Land Management: Decision Aggregation and Real Estate Market Dynamics in China
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Sung-woo Cho and Jin-young Jung
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real estate ,sustainable development ,behavioral finance ,decision aggregation ,herding effect ,availability bias ,Agriculture - Abstract
The interplay between land management and real estate market dynamics is critical for sustainable development. This study employs behavioral finance theory to explore how irrational behaviors among key market participants, including developers, consumers, and brokers, influence housing prices in China. By examining decision aggregation processes and sociocultural influences, we identify significant behavioral factors such as overconfidence, herding behavior, and availability bias that contribute to real estate price fluctuations. Our empirical analysis, based on data from 2001 to 2018, reveals how these behaviors impact market outcomes and provides insights for improving land administration systems. The findings offer valuable perspectives for policy and strategy development aimed at stabilizing housing markets, promoting sustainable real estate practices, and supporting the achievement of sustainable development goals (SDGs). This research underscores the importance of integrating behavioral finance into land management to enhance the efficiency and security of land tenure systems.
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- 2024
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46. Fabrication of low-viscosity injectable mineralized hydrogel sensor with redox-activated hybrid nanoparticle structure for cancer detection
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Kim, A Hyeon, Jeon, Seungho, Roy, Kaustuv, Kim, Tae Min, Jin, Eun-Jung, and Park, Sung Young
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- 2024
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47. Tuberculosis and osteoporotic fracture risk: development of individualized fracture risk estimation prediction model using a nationwide cohort study
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Hayoung Choi, Jungeun Shin, Jin-Hyung Jung, Kyungdo Han, Wonsuk Choi, Han Rim Lee, Jung Eun Yoo, Yohwan Yeo, Hyun Lee, and Dong Wook Shin
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tuberculosis ,survivor ,fractures ,epidemiology ,risk factor ,Public aspects of medicine ,RA1-1270 - Abstract
PurposeTuberculosis (TB) is linked to sustained inflammation even after treatment, and fracture risk is higher in TB survivors than in the general population. However, no individualized fracture risk prediction model exists for TB survivors. We aimed to estimate fracture risk, identify fracture-related factors, and develop an individualized risk prediction model for TB survivors.MethodsTB survivors (n = 44,453) between 2010 and 2017 and 1:1 age- and sex-matched controls were enrolled. One year after TB diagnosis, the participants were followed-up until the date of fracture, death, or end of the study period (December 2018). Cox proportional hazard regression analyses were performed to compare the fracture risk between TB survivors and controls and to identify fracture-related factors among TB survivors.ResultsDuring median 3.4 (interquartile range, 1.6–5.3) follow-up years, the incident fracture rate was significantly higher in TB survivors than in the matched controls (19.3 vs. 14.6 per 1,000 person-years, p
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- 2024
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48. Targeting the receptor tyrosine kinase MerTK shows therapeutic value in gastric adenocarcinoma
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Naita Maren Wirsik, Mingyi Chen, Liping He, Uraz Yasar, Justus Gaukel, Alexander Quaas, Henrik Nienhüser, Ella Leugner, Shuai Yuan, Nikolai Schleussner, Jin‐On Jung, Jadie Sue Plücker, Martin Schneider, and Thomas Schmidt
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chemotherapy ,gastric adenocarcinoma ,MerTK ,survival ,UNC2025 ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Despite multiple therapeutic modalities, the overall survival of patients with gastric adenocarcinoma remains poor, especially for advanced tumor stages. Although the tyrosine kinase MerTK has shown therapeutic relevance in several tumor entities, its potential effects in gastric adenocarcinoma have not yet been sufficiently characterized. Methods MerTK expression and its influence on patient survival were evaluated by immunohistochemistry in a cohort of 140 patients with gastric adenocarcinoma. CRISPR/Cas9 knockout and siRNA knockdown of MerTK in the gastric cancer cell lines SNU1, SNU5, and MKN45 was used to analyze protein expression, growth, migration, and invasion properties in vitro and in a murine xenograft model. MerTK was pharmacologically targeted with the small molecule inhibitor UNC2025 in vitro and in vivo. Results In patients, high MerTK expression was associated with decreased overall survival (OS) and lymph node metastasis especially in patients without neoadjuvant therapy (p
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- 2024
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49. A multimodal screening system for elderly neurological diseases based on deep learning
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Sangyoung Park, Changho No, Sora Kim, Kyoungmin Han, Jin-Man Jung, Kyum-Yil Kwon, and Minsik Lee
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Medicine ,Science - Abstract
Abstract In this paper, we propose a deep-learning-based algorithm for screening neurological diseases. We proposed various examination protocols for screening neurological diseases and collected data by video-recording persons performing these protocols. We converted video data into human landmarks that capture action information with a much smaller data dimension. We also used voice data which are also effective indicators of neurological disorders. We designed a subnetwork for each protocol to extract features from landmarks or voice and a feature aggregator that combines all the information extracted from the protocols to make a final decision. Multitask learning was applied to screen two neurological diseases. To capture meaningful information about these human landmarks and voices, we applied various pre-trained models to extract preliminary features. The spatiotemporal characteristics of landmarks are extracted using a pre-trained graph neural network, and voice features are extracted using a pre-trained time-delay neural network. These extracted high-level features are then passed onto the subnetworks and an additional feature aggregator that are simultaneously trained. We also used various data augmentation techniques to overcome the shortage of data. Using a frame-length staticizer that considers the characteristics of the data, we can capture momentary tremors without wasting information. Finally, we examine the effectiveness of different protocols and different modalities (different body parts and voice) through extensive experiments. The proposed method achieves AUC scores of 0.802 for stroke and 0.780 for Parkinson’s disease, which is effective for a screening system.
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- 2023
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50. Systemic sclerosis and risk of bronchiectasis: a nationwide longitudinal cohort study
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Bumhee Yang, Bo-Guen Kim, Kyungdo Han, Jin-Hyung Jung, Ji Hyoun Kim, Dong Won Park, Sang-Heon Kim, Eung-Gook Kim, Jang Won Sohn, Ho Joo Yoon, Hayoung Choi, and Hyun Lee
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Systemic sclerosis ,Bronchiectasis ,Epidemiology ,Risk ,Diseases of the musculoskeletal system ,RC925-935 - Abstract
Abstract Background The association between systemic sclerosis and the development of bronchiectasis is unclear. This study aimed to compare the risk of bronchiectasis between individuals with systemic sclerosis and those without using a nationwide longitudinal dataset. Methods Using the Korean National Health Insurance Service dataset between 2010 and 2017, we identified 4845 individuals aged ≥ 20 years with systemic sclerosis and 24,225 without systemic sclerosis who were matched 1:5 by age and sex. They were followed up until the date of a bronchiectasis diagnosis, death, or December 31, 2019, whichever came first. Results During a median follow-up period of 6.0 (interquartile range, 3.2–8.7) years, 5.3% of the systemic sclerosis cohort and 1.9% of the matched cohort developed bronchiectasis, with incidence rates of 9.99 and 3.23 per 1000 person-years, respectively. Even after adjusting for potential confounders, the risk of incident bronchiectasis was significantly higher in the systemic sclerosis cohort than in the matched cohort (adjusted hazard ratio 2.63, 95% confidence interval 2.22–3.12). A subgroup analysis of individuals with systemic sclerosis revealed that the risk of incident bronchiectasis was notably higher in younger individuals aged 20–39 years (P for interaction = 0.048) and in those without other coexisting connective tissue diseases (P for interaction = 0.006) than in their counterparts. Conclusions The risk of incident bronchiectasis is higher in individuals with systemic sclerosis than those without. Bronchiectasis should be considered one of the pulmonary manifestations related to systemic sclerosis.
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- 2023
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