1.Predicting the Progression of Mild Cognitive Impairment to Alzheimer’s Dementia Using Recurrent Neural Networks With a Series of Neuropsychological Tests
Chaeyoon PARK ; Gihun JOO ; Minji ROH ; Seunghun SHIN ; Sujin YUM ; Na Young YEO ; Sang Won PARK ; Jae-Won JANG ; Hyeonseung IM ; For the Alzheimer’s DISEASE NEUROIMAGING INITIATIVE
Journal of Clinical Neurology 2024;20(5):478-486
Background:
and Purpose The prevalence of Alzheimer’s dementia (AD) is increasing as populations age, causing immense suffering for patients, families, and communities. Unfortunately, no treatments for this neurodegenerative disease have been established. Predicting AD is therefore becoming more important, because early diagnosis is the best way to prevent its onset and delay its progression.
Methods:
Mild cognitive impairment (MCI) is the stage between normal cognition and AD, with large variations in its progression. The disease can be effectively managed by accurately predicting the probability of MCI progressing to AD over several years. In this study we used the Alzheimer’s Disease Neuroimaging Initiative dataset to predict the progression of MCI to AD over a 3-year period from baseline. We developed and compared various recurrent neural network (RNN) models to determine the predictive effectiveness of four neuropsychological (NP) tests and magnetic resonance imaging (MRI) data at baseline.
Results:
The experimental results confirmed that the Preclinical Alzheimer’s Cognitive Composite score was the most effective of the four NP tests, and that the prediction performance of the NP tests improved over time. Moreover, the gated recurrent unit model exhibited the best performance among the prediction models, with an average area under the receiver operating characteristic curve of 0.916
Conclusions
Timely prediction of progression from MCI to AD can be achieved using a series of NP test results and an RNN, both with and without using the baseline MRI data.
2.Effects of aging on accompanying intermittent hypoxia in a bleomycin-induced pulmonary fibrosis mouse model
Heayon LEE ; In Kyoung KIM ; Jeonghyeon IM ; Bae Suk JIN ; Hwan Hee KIM ; Sei Won KIM ; Chang Dong YEO ; Sang Haak LEE
The Korean Journal of Internal Medicine 2023;38(6):934-944
Background/Aims:
Obstructive sleep apnea (OSA) is prevalent in older patients with idiopathic pulmonary fibrosis (IPF); however, it is underrecognized. OSA is characterized by intermittent hypoxia (IH) and sleep fragmentation. In this study, we evaluated the effects of IH in an older mouse model of bleomycin-induced lung fibrosis.
Methods:
Bleomycin-induced mice (C57BL/6, female) were randomly divided into four groups of young vs. old and room air (RA)-exposed vs. IH-exposed. Mice were exposed to RA or IH (20 cycles/h, FiO2 nadir 7 ± 0.5%, 8 h/day) for four weeks. The mice were sacrificed on day 28, and blood, bronchoalveolar lavage (BAL) fluid, and lung tissue samples were obtained.
Results:
The bleomycin-induced IH-exposed (EBI) older group showed more severe inflammation, fibrosis, and oxidative stress than the other groups. The levels of inflammatory cytokines in the serum and BAL fluid increased in the EBI group. Hydroxyproline levels in the lung tissue increased markedly in the EBI group.
Conclusions
This study demonstrates the possible harmful impact of OSA in an elderly mouse model of lung fibrosis. This study further suggests that older patients with IPF and OSA may be more of a concern than younger patients with IPF. Further research is required in this area.
3.Analysis of clinical risk factors of failed electrical cardioversion in patients with persistent atrial fibrillation or atrial flutter
Ki‑Hun KIM ; Ha‑Young CHOI ; Jino PARK ; Yeo‑Jeong SONG ; Seunghwan KIM ; Dong‑Kie KIM ; Sang‑Hoon SEOL ; Doo‑Il KIM ; Pil‑Sung YANG ; Hong Euy LIM ; Junbeum PARK ; Jae‑Min SHIM ; Jinhee AHN ; Sung Ho LEE ; Sung Il IM ; Ju Youn KIM
International Journal of Arrhythmia 2023;24(3):17-
Background:
Although rhythm control could be the best for symptomatic atrial fibrillation (AF), some patients fail to achieve sinus rhythm (SR). This study aimed to identify clinical risk factors of failed electrical cardioversion (ECV).
Methods:
A total of 248 patients who received ECV for persistent AF or atrial flutter (AFL) were retrospectivelyreviewed. Patients were divided into three groups: Group 1 maintained SR for > 1 year, group 2 maintained SR ≤ 1 yearafter ECV, and group 3 failed ECV. SR maintenance was assessed using regular electrocardiography or Holter monitoring.
Results:
Patients were divided into group 1 (73, 29%), group 2 (146, 59%), and group 3 (29, 12%). The mean ageof patients was 60 ± 10 years, and 197 (79%) were male. Age, sex, and baseline characteristics were similar amonggroups. However, increased cardiac size, digoxin use, heart failure (HF), and decreased left ventricular ejection frac‑ tion (LVEF) were more common in group 3. Univariate analysis of clinical risk factors for failed ECV was increasedcardiac size [hazard ratio (HR) 2.14 (95% confidence interval [CI], 1.06–4.34, p = 0.030)], digoxin use [HR 2.66 (95% CI, 1.15–6.14), p = 0.027], HF [HR 2.60 (95% CI, 1.32–5.09), p = 0.005], LVEF < 40% [HR 3.45 (95% CI, 1.00–11.85), p = 0.038], and decreased LVEF [HR 2.49 (95% CI, 1.18–5.25), p = 0.012]. Among them, HF showed clinical significance only by multivariate analysis [HR 3.01 (95% CI, 1.13–7.99), p = 0.027].
Conclusions
Increased cardiac size, digoxin use, HF, LVEF < 40%, and decreased LVEF were related to failed ECV for persistent AF or AFL. Among these, HF was the most important risk factor. Further multi-center studies including greater number of participants are planned.
4.The Effects of Chronic Intermittent Hypoxia in Bleomycin-Induced Lung Injury on Pulmonary Fibrosis via Regulating the NF-κB/Nrf2 Signaling Pathway
Hyeon Hui KANG ; In Kyoung KIM ; Chang Dong YEO ; Sei Won KIM ; Hea Yon LEE ; Jeong Hyeon IM ; Hee Young KWON ; Sang Haak LEE
Tuberculosis and Respiratory Diseases 2020;83(Supple 1):S63-S74
Background:
Obstructive sleep apnea (OSA) is associated with pulmonary fibrosis. Chronic intermittent hypoxia (CIH) is considered to be a surrogate of OSA. However, its exact role in pulmonary fibrosis remains uncertain. Therefore, we investigated the mechanism underlying CIH-induced pulmonary fibrosis and the role of the anti-fibrotic agent in bleomycin (BLE) induced lung injury.
Methods:
Mice were divided into eight groups: the normoxia (NOR), CIH, NOR plus BLE, CIH plus BLE, NOR plus pirfenidone (PF), CIH plus PF, NOR plus BLE and PF, and CIH plus BLE and PF groups. BLE was administered intratracheally on day 14 following CIH or NOR exposure. Subsequently, the mice were exposed to CIH or NOR for an additional 4 weeks. PF was administered orally on day 5 after BLE instillation once daily for 3 weeks.
Results:
In the BLE-treated groups, CIH-induced more collagen deposition in lung tissues than NOR, and significantly increased hydroxyproline and transforming growth factor-β expression. The CIH and BLE-treated groups showed increased lung inflammation compared to NOR or CIH groups. Following CIH with BLE treatment, nuclear factor-κB (NF-κB) protein expression was significantly increased, whereas nuclear factor-erythroid-related factor 2 (Nrf2) and heme oxygenase-1 protein levels were decreased. After PF treatment, NF-κB and Kelch-like ECH-associated protein 1 expression were suppressed, and Nrf2 expression was increased.
Conclusion
CIH accelerated lung fibrosis in BLE-induced lung injury in mice, potentially by regulating the NF-κB/Nrf2 signaling pathway. Our results implicate PF as a potential therapeutic agent for treating pulmonary fibrosis in individuals with OSA and idiopathic pulmonary fibrosis.
5.The Effects of Chronic Intermittent Hypoxia in Bleomycin-Induced Lung Injury on Pulmonary Fibrosis via Regulating the NF-κB/Nrf2 Signaling Pathway
Hyeon Hui KANG ; In Kyoung KIM ; Chang Dong YEO ; Sei Won KIM ; Hea Yon LEE ; Jeong Hyeon IM ; Hee Young KWON ; Sang Haak LEE
Tuberculosis and Respiratory Diseases 2020;83(Supple 1):S63-S74
Background:
Obstructive sleep apnea (OSA) is associated with pulmonary fibrosis. Chronic intermittent hypoxia (CIH) is considered to be a surrogate of OSA. However, its exact role in pulmonary fibrosis remains uncertain. Therefore, we investigated the mechanism underlying CIH-induced pulmonary fibrosis and the role of the anti-fibrotic agent in bleomycin (BLE) induced lung injury.
Methods:
Mice were divided into eight groups: the normoxia (NOR), CIH, NOR plus BLE, CIH plus BLE, NOR plus pirfenidone (PF), CIH plus PF, NOR plus BLE and PF, and CIH plus BLE and PF groups. BLE was administered intratracheally on day 14 following CIH or NOR exposure. Subsequently, the mice were exposed to CIH or NOR for an additional 4 weeks. PF was administered orally on day 5 after BLE instillation once daily for 3 weeks.
Results:
In the BLE-treated groups, CIH-induced more collagen deposition in lung tissues than NOR, and significantly increased hydroxyproline and transforming growth factor-β expression. The CIH and BLE-treated groups showed increased lung inflammation compared to NOR or CIH groups. Following CIH with BLE treatment, nuclear factor-κB (NF-κB) protein expression was significantly increased, whereas nuclear factor-erythroid-related factor 2 (Nrf2) and heme oxygenase-1 protein levels were decreased. After PF treatment, NF-κB and Kelch-like ECH-associated protein 1 expression were suppressed, and Nrf2 expression was increased.
Conclusion
CIH accelerated lung fibrosis in BLE-induced lung injury in mice, potentially by regulating the NF-κB/Nrf2 signaling pathway. Our results implicate PF as a potential therapeutic agent for treating pulmonary fibrosis in individuals with OSA and idiopathic pulmonary fibrosis.
6.Effects of Music Therapy on Mood in Stroke Patients.
Dong Soo KIM ; Yoon Ghil PARK ; Jung Hwa CHOI ; Sang Hee IM ; Kang Jae JUNG ; Young A CHA ; Chul Oh JUNG ; Yeo Hoon YOON
Yonsei Medical Journal 2011;52(6):977-981
PURPOSE: To investigate the effects of music therapy on depressive mood and anxiety in post-stroke patients and evaluate satisfaction levels of patients and caregivers. MATERIALS AND METHODS: Eighteen post-stroke patients, within six months of onset and mini mental status examination score of over 20, participated in this study. Patients were divided into music and control groups. The experimental group participated in the music therapy program for four weeks. Psychological status was evaluated with the Beck Anxiety Inventory (BAI) and Beck Depression Inventory (BDI) before and after music therapy. Satisfaction with music therapy was evaluated by a questionnaire. RESULTS: BAI and BDI scores showed a greater decrease in the music group than the control group after music therapy, but only the decrease of BDI scores were statistically significant (p=0.048). Music therapy satisfaction in patients and caregivers was affirmative. CONCLUSION: Music therapy has a positive effect on mood in post-stroke patients and may be beneficial for mood improvement with stroke. These results are encouraging, but further studies are needed in this field.
Adult
;
Affect/*physiology
;
Anxiety/therapy
;
Depression/therapy
;
Female
;
Humans
;
Male
;
Middle Aged
;
*Music Therapy
;
Stroke/*psychology
;
Treatment Outcome
7.A Case of Pulsatile Tinnitus with High Jugular Bulb Treated by Ligation of Internal Jugular Vein.
Shi Nae PARK ; Kyoung Ho PARK ; Dong Jae IM ; Sang Won YEO
Korean Journal of Otolaryngology - Head and Neck Surgery 2007;50(12):1152-1156
Objective tinnitus due to high jugular bulb is a rare presenting symptom. Annoying pulsatile tinnitus caused by high jugular bulb which may cause sleep disturbance or hearing impairment can be treated by surgical therapy of ligation of internal jugular vein. We present a case of pulsatile tinnitus with high jugular bulb which has been treated by surgical therapy. Otologic examination demonstrated bluish mass in hypotympanic portion behind intact tympanic membrane and temporal bone CT showed the high jugular bulb. Audiological characteristics and the nature of tinnitus was also described. After the angiographic examination, the site for venous ligation was confirmed by compression of internal jugular vein with the probe of doppler sonogram. The patient's pulsatile tinnitus has completely disappeared two weeks after surgery.
Hearing Loss
;
Jugular Veins*
;
Ligation*
;
Temporal Bone
;
Tinnitus*
;
Tympanic Membrane
8.Recurrent Vestibulopathy: Clinical Characteristics and Efficacy of Combination Therapy .
Shi Nae PARK ; Kyoung Ho PARK ; Dong Jae IM ; Jong Hoon KIM ; Jun Yop KIM ; Sang Won YEO
Journal of the Korean Balance Society 2006;5(2):262-268
BACKGROUND AND OBJECTIVES: Recurrent vestibulopathy is defined a disease characterized by more than a single episode of vertigo of duration characteristic of endolymphatic hydrops but without auditory or clinical neurological symptoms or signs. To investigate the clinical characteristics and the efficacy of combination therapy, we analyzed the clinical records of the patients diagnosed as recurrent vestibulopathy. MATERIALS AND METHOD: Clinical records of sixty four patients diagnosed as recurrent vestibulopathy were retrospectively reviewed. The data on age, sex distribution, natural history, family history of recurrent vestibulopathy, concurrent headache, caloric response was analyzed. The efficacy of combination therapy for vertigo control in the patients with a minimum 24-month follow-up was also evaluated. RESULTS: Mean onset age of recurrent vestibulopathy was 43 years and there was a female preponderance. Concurrent headache and elevated SP/AP ratio in electrocochleogram was frequently observed in these patients. After the combination medical therapy, patients with severe recurrent vestibulopathy showed significant decrease in the number of vertigo spells with 37.5% of complete control of vertigo. CONCLUSION: As a distinctive clinical disorder with unknown cause, recurrent vestibulopathy should be always considered to the patients complaining recurrent episodic vertigo. Combination therapy individualized to the symptoms and signs of the patients with recurrent vestibulopathy might be effective in reducing the frequency of vertigo attacks. Further case-control studies with large population should be necessary.
Age of Onset
;
Case-Control Studies
;
Endolymphatic Hydrops
;
Female
;
Follow-Up Studies
;
Headache
;
Humans
;
Natural History
;
Retrospective Studies
;
Sex Distribution
;
Vertigo
;
Vestibular Neuronitis*
9.A Nationwide Survey on Current Conditions of School Health Education.
Eun Sook PARK ; Young Joo PARK ; Ho Shin RYU ; Keum Sun HAN ; Rah Il HWANG ; Yeo Jin IM ; Hye Sang IM ; So Hyun MOON
Journal of Korean Academy of Nursing 2006;36(2):381-388
PURPOSE: The purpose of this study was to analyze and assess the current situation of Korea's school health education program and to establish measures to efficiently carry out school health education in Korea. METHOD: The survey was conducted through the internet with the health educators of elementary, middle, and high schools nationwide to assess the current condition of school health education programs, and 2,459 samples were collected which accounted for 23.4% of the total respondents. RESULTS: According to school health educators on the enforcement of health education, the higher the education became, the less the health education was enforced. The enforcement rate was 96.9% in elementary schools, 76.7% in middle schools, and 67.3% in high schools. The major reasons were found as difficulty in securing class time (54.5%) and other excessive workloads (20.9%). As a result of the health education awareness survey, over 99% answered that health education is needed, over 80% answered that the education requires independent health textbooks, and over 95% answered that health educators are suitable for the person in charge of the education. CONCLUSION: This study will be a useful in establishing a detailed policy on enhancing school health education in the future.
Adolescent
;
Adult
;
Aged
;
Child
;
Health Education/organization & administration/*trends
;
Humans
;
Korea
;
Male
;
Middle Aged
;
Questionnaires
;
School Health Services/*trends
10.The Parenting Image of Modern Korean Society Described in Modern Novels.
Eun Sook PARK ; Eun Kyung KIM ; Kyung Sook SUNG ; Jung Wan WON ; Young Mi YOON ; Won Oak OH ; Min Hyun SUK ; Yeo Jin IM ; Hun Ha CHO ; Hye Sang IM
Korean Journal of Child Health Nursing 2005;11(1):99-108
PURPOSE: The purpose of this study was to explore the parenting image of modern Korean society through modern novels published during in the stage of modern change in Korea. METHOD: The data were analyzed through latent content analysis. Modern Korean novels (N=138) written during the Korean modernization stage were chosen for analysis. Five categories and seventeen meaningful sub-categories were drawn out from 636 significant sentences. RESULTS: The parenting images expressed in modern Korean society were as follows: From the category of [Devotional love], 5 sub-categories were drawn: Hedgehog's love, Lavish love, Sacrificial care, Exertion of the mind, and Prayer for the future of their children. From the category of [Stern father and affectionate mother], 3 sub-categories were drawn: Stern and Strict father, Tender and loving mother, and Strong maternal love. From the category of [Enthusiasm for their children's education], 3 sub-categories were drawn: Sense of duty to provide good education for their children, Zeal for their children's education, and Satisfaction with their hard-working children. From the category of [The head of family], 3 sub-categories were drawn: Person who has the right to make decisions, Reliable protector, and Object of filial devotion. From the category of [sexual discrimination], 3 sub-categories were drawn: Preference and favoritism to sons, Attaching importance to education of sons, Regarding daughters as those who help support the family. CONCLUSIONS: The results of this study will help to improve the basic understanding the parenting image and parent-child relationship in present day Korea.
Child
;
Education
;
Fathers
;
Head
;
Humans
;
Korea
;
Love
;
Mothers
;
Nuclear Family
;
Parent-Child Relations
;
Parenting*
;
Parents*
;
Religion
;
Social Change
;
Child Health

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