37 results on '"Dae-Hyun Kim"'
Search Results
2. Effects of white matter hyperintensity burden on functional outcome after mild versus moderate-to-severe ischemic stroke
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Dong-Seok Gwak, Wi-Sun Ryu, Dawid Schellingerhout, Jinyong Chung, Hang-Rai Kim, Sang-Wuk Jeong, Beom Joon Kim, Joon-Tae Kim, Keun-Sik Hong, Jong-Moo Park, Man-Seok Park, Kang-Ho Choi, Tai Hwan Park, Kyungbok Lee, Sang-Soon Park, Kyusik Kang, Yong-Jin Cho, Hong-Kyun Park, Byung-Chul Lee, Kyung-Ho Yu, Mi-Sun Oh, Soo Joo Lee, Jae Guk Kim, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Moon-Ku Han, Ji Sung Lee, Hee-Joon Bae, and Dong-Eog Kim
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Medicine ,Science - Abstract
Abstract It is uncertain whether the prognostic power of white matter hyperintensity (WMH) on post-stroke outcomes is modulated as a function of initial neurological severity, a critical determinant of outcome after stroke. This multi-center MRI study tested if higher WMH quintiles were associated with 3-month poor functional outcome (modified Rankin Scale ≥ 3) for mild versus moderate-to-severe ischemic stroke. Mild and moderate-to-severe stroke were defined as admission National Institute of Health Stroke Scale scores of 1–4 and ≥ 5, respectively. Mean age of the enrolled patients (n = 8918) was 67.2 ± 12.6 years and 60.1% male. The association between WMH quintiles and poor functional outcome was modified by stroke severity (p-for-interaction = 0.008). In mild stroke (n = 4994), WMH quintiles associated with the 3-month outcome in a dose-dependent manner for the 2nd to 5th quintile versus the 1st quintile, with adjusted-odds-ratios (aOR [95% confidence interval]) being 1.29 [0.96–1.73], 1.37 [1.02–1.82], 1.60 [1.19–2.13], and 1.89 [1.41–2.53], respectively. In moderate-to-severe stroke (n = 3924), however, there seemed to be a threshold effect: only the highest versus the lowest WMH quintile was significantly associated with poor functional outcome (aOR 1.69 [1.29–2.21]). WMH burden aggravates 3-month functional outcome after mild stroke, but has a lesser modulatory effect for moderate-to-severe stroke, likely due to saturation effects.
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- 2024
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3. Delayed door to puncture time during off-duty hours is associated with unfavorable outcomes after mechanical thrombectomy in the early window of acute ischemic stroke
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Hye-In Chung, Yoonkyung Lee, Byeol-A Yoon, Dae-Hyun Kim, Jae-Kwan Cha, and Seungho Lee
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Mechanical thrombectomy ,Stroke ,Weekend effect ,Outcome ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Backgrounds The impact of off-duty hours mechanical thrombectomy on outcomes remains a subject of controversy. The impacts of off-duty hours on procedures are influenced by various factors, but the most critical one is the time delay in initiating the procedure after the patient’s arrival at the emergency room. Recently, a report suggested that the impact of time delay on post-procedural outcomes is evident in patients who arrive at the emergency room within 6 h of symptom onset, referred to as the “early window.” We hypothesized that the impact of procedure delays on outcomes during off duty-hours would be most significant within this early window. This study aimed to investigate the impact of door-to-puncture time (DTPT) delays in patients who underwent mechanical thrombectomy for acute ischemic stroke (AIS) during off-duty hours in both the early and late time windows. Methods We investigated patients who presented to the emergency center between 2014 and 2022. Among a total of 6,496 AIS patients, we selected those who underwent mechanical thrombectomy within 24 h of the onset of acute anterior circulation occlusion. The eligible patients were divided into two groups: those who arrived within 6 h of symptom onset and received the procedure within 8 h (early window), and those who received the procedure between 8 h and 24 h after symptom onset (late window). The study assessed the association between the onset to puncture time in each group and poor outcomes, measured by the modified Rankin scores(mRs) at 90 days. Furthermore, the study analyzed the impact of receiving the procedure during off-hours in both the early and late windows on outcomes. Specifically, the analysis focused on the impact of delayed DTPT in patients during off-duty hours on outcomes measured by the 90-days mRS. Results Among the eligible patients, a total of 501 AIS patients underwent mechanical thrombectomy for acute anterior circulation occlusion within 24 h. Of these, 395 patients (78.8%) fell into the early window category, and 320 patients (63.9%) underwent the procedure during off-duty hours. In the early window, for every 60-minute increase in OTPT, the probability of occurrence a poor outcome at 90 days significantly increased in the fully adjusted model (OR = 1.21; 95% CI, 1.02 to 1.43; p = 0.03). In the early window, delayed procedures during off-duty hours (exceeding 103 min of DTPT) were identified as an independent predictor of poor outcomes (OR = 1.85; 95% CI, 1.05 to 3.24; p = 0.03). However, in the late window, there was no association between DTPT and outcomes at 90 days, and the impact of DTPT delays during off-hours was not observed. Conclusions Through this study, it became evident that the impacts of off-duty hours in mechanical thrombectomy were most pronounced in the early window, where the impact of time delay was clear. Therefore, it is believed that improvements in the treatment system are necessary to address this issue.
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- 2024
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4. Correlation of the Lower Limb Nerve Conduction Velocity with Height and Leg Length
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Jae-Hwan SONG, Sung-Hee KIM, and Dae-Hyun KIM
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body height ,canonical correlation analysis ,nerve conduction studies ,Medicine (General) ,R5-920 - Abstract
Nerve conduction study (NCS) is an essential test for the diagnosis and follow-up of peripheral neuropathy. NCS can objectively quantify peripheral nerve function. NCS is affected by physiological factors such as height, age, body mass index, etc. Hence, the American Association of Neuromuscular & Electrodiagnosis Medicine (AANEM) is currently forming a Normal Data Task Force (NDTF) to present the normal value, but the number is significantly less. Currently, no research has been carried out on the correlation between nerve conduction speed and height and lower limb length in Koreans. Hence, this study sought to compare the nerve conduction velocity of the lower limbs according to the height and lower limb length. A total of 49 subjects were recruited. When the motor nerve conduction velocity and sensory nerve conduction velocity were compared according to the height and leg length, there was a statistically significant negative correlation of the peroneal and left tibial motor nerves with the height. Also, a statistically significant negative correlation was observed with the superficial peroneal sensory nerve and the sural nerve and the leg length. However, in this study, all the subject are in twentys age, whereas the NDTF is divided by age. Hence, additional studies involving subjects of various age groups are needed.
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- 2024
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5. Molecular genomic and epigenomic characteristics related to aspirin and clopidogrel resistance
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Jei Kim, Byoung-Soo Shin, Dae-Hyun Kim, Dong-Ick Shin, Seong Hwan Ahn, Jae Guk Kim, Su Hyun Ryu, Hye Rin Moon, Hyun Goo Kang, Hyeseon Jeong, Kyu Sun Yum, Hee-Yun Chae, Do-Hyung Kim, Keunsoo Kang, and Jeeyeon Kim
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Aspirin resistance ,Clopidogrel resistance ,Genomic characteristics ,Epigenomic characteristics ,Arachidonic acid metabolism ,Clopidogrel activation ,Internal medicine ,RC31-1245 ,Genetics ,QH426-470 - Abstract
Abstract Background Mediators, genomic and epigenomic characteristics involving in metabolism of arachidonic acid by cyclooxygenase (COX) and lipoxygenase (ALOX) and hepatic activation of clopidogrel have been individually suggested as factors associated with resistance against aspirin and clopidogrel. The present multi-center prospective cohort study evaluated whether the mediators, genomic and epigenomic characteristics participating in arachidonic acid metabolism and clopidogrel activation could be factors that improve the prediction of the aspirin and clopidogrel resistance in addition to cardiovascular risks. Methods We enrolled 988 patients with transient ischemic attack and ischemic stroke who were evaluated for a recurrence of ischemic stroke to confirm clinical resistance, and measured aspirin (ARU) and P2Y12 reaction units (PRU) using VerifyNow to assess laboratory resistance 12 weeks after aspirin and clopidogrel administration. We investigated whether mediators, genotypes, and promoter methylation of genes involved in COX and ALOX metabolisms and clopidogrel activation could synergistically improve the prediction of ischemic stroke recurrence and the ARU and PRU levels by integrating to the established cardiovascular risk factors. Results The logistic model to predict the recurrence used thromboxane A synthase 1 (TXAS1, rs41708) A/A genotype and ALOX12 promoter methylation as independent variables, and, improved sensitivity of recurrence prediction from 3.4% before to 13.8% after adding the mediators, genomic and epigenomic variables to the cardiovascular risks. The linear model we used to predict the ARU level included leukotriene B4, COX2 (rs20417) C/G and thromboxane A2 receptor (rs1131882) A/A genotypes with the addition of COX1 and ALOX15 promoter methylations as variables. The linear PRU prediction model included G/A and prostaglandin I receptor (rs4987262) G/A genotypes, COX2 and TXAS1 promoter methylation, as well as cytochrome P450 2C19*2 (rs4244285) A/A, G/A, and *3 (rs4986893) A/A genotypes as variables. The linear models for predicting ARU (r = 0.291, R2 = 0.033, p
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- 2024
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6. Perfusion Imaging‐Based Triage for Acute Ischemic Stroke: Trends in Use and Impact on Clinical Outcomes
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Jeong‐Yoon Lee, Do Yeon Kim, Jun Yup Kim, Jihoon Kang, Beom Joon Kim, Moon‐Ku Han, Yong Soo Kim, Kyusik Kang, Jae Guk Kim, Soo Joo Lee, Dae‐Hyun Kim, Jae‐Kwan Cha, Jin‐Kyo Choi, Sang‐Soon Park, Tai Hwan Park, Kyungbok Lee, Doo Hyuk Kwon, Jun Lee, Hong‐Kyun Park, Yong‐Jin Cho, Keun‐Sik Hong, Minwoo Lee, MI Sun Oh, Kyung‐Ho Yu, Byung‐Chul Lee, Hyunsoo Kim, Kangho Choi, Joon‐Tae Kim, Dong‐Seok Gwak, Dong‐Eog Kim, Chul‐Hoo Kang, Joong‐Goo Kim, Jay Chol Choi, Kyu Sun Yum, Dong‐Ick Shin, Wook‐Joo Kim, Jee‐Hyun Kwon, Hyungjong Park, Jeong‐Ho Hong, Sungil Sohn, Sang‐Hwa Lee, Chulho Kim, Chan‐Young Park, Hae‐Bong Jeong, Kwang‐Yeol Park, Dongwhane Lee, Jong‐Moo Park, Keon‐Joo Lee, Jung Hoon Han, Chi Kyung Kim, Kyungmi Oh, Ho Geol Woo, Sung Hyuk Heo, Jonguk Kim, Juneyoung Lee, Ji Sung Lee, Philip B. Gorelick, and Hee‐Joon Bae
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acute ischemic stroke ,endovascular treatment ,perfusion imaging ,secular trend ,Neurology. Diseases of the nervous system ,RC346-429 ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Perfusion imaging (PI) serves as a valuable tool for triaging patients with acute ischemic stroke for endovascular treatment (EVT). This study aims to investigate trends in PI use and its impacts on EVT rates and clinical outcomes, particularly focusing on variations across different time windows. Methods Data from a prospective, nationwide, acute stroke registry in South Korea were analyzed retrospectively. PI was regarded as treatment‐decision imaging when conducted either (1) prior to EVT, or (2) within 3 hours from hospital arrival in patients not receiving EVT. The study spanned 3 epochs: 2011–2014, 2015–2017, and 2018–2021. Based on the time from onset to arrival, patients were categorized into 2 time windows: early (0–6 hours) and late (6–24 hours). We evaluated EVT rates and clinical outcomes in patients with anterior large vessel occlusion. Results From 2011 to 2021 among 49 449 patients with acute ischemic stroke presenting within 24 hours of onset, PI use rates declined from 36.9% to 30.1%. In the early window, rates dropped from 48.4% to 32.4%, whereas in the late window, they increased from 23.5% to 27.8%. Factors such as older age, atrial fibrillation, anterior large vessel occlusion, and severe stroke were associated with higher rates in the late window. Conversely, younger age and male sex were associated with higher rates in the early window. For patients with anterior large vessel occlusion, PI use increased the likelihood of receiving EVT in the late window and minimized the risk of symptomatic intracranial hemorrhage in the early window. However, 3‐month functional outcomes and mortality were. unaffected. Conclusion The study revealed distinct trends in PI use across early and late time windows, indicating varying roles of PI in these time frames. However, the definitive value and necessity of PI in guiding EVT decision‐making remain unclear, underscoring the need for further research
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- 2024
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7. Deep Learning-Based Automatic Classification of Ischemic Stroke Subtype Using Diffusion-Weighted Images
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Wi-Sun Ryu, Dawid Schellingerhout, Hoyoun Lee, Keon-Joo Lee, Chi Kyung Kim, Beom Joon Kim, Jong-Won Chung, Jae-Sung Lim, Joon-Tae Kim, Dae-Hyun Kim, Jae-Kwan Cha, Leonard Sunwoo, Dongmin Kim, Sang-Il Suh, Oh Young Bang, Hee-Joon Bae, and Dong-Eog Kim
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deep learning ,artificial intelligence ,diffusion magnetic resonance imaging ,atrial fibrillation ,ischemic stroke ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background and Purpose Accurate classification of ischemic stroke subtype is important for effective secondary prevention of stroke. We used diffusion-weighted image (DWI) and atrial fibrillation (AF) data to train a deep learning algorithm to classify stroke subtype. Methods Model development was done in 2,988 patients with ischemic stroke from three centers by using U-net for infarct segmentation and EfficientNetV2 for subtype classification. Experienced neurologists (n=5) determined subtypes for external test datasets, while establishing a consensus for clinical trial datasets. Automatically segmented infarcts were fed into the model (DWI-only algorithm). Subsequently, another model was trained, with AF included as a categorical variable (DWI+AF algorithm). These models were tested: (1) internally against the opinion of the labeling experts, (2) against fresh external DWI data, and (3) against clinical trial dataset. Results In the training-and-validation datasets, the mean (±standard deviation) age was 68.0±12.5 (61.1% male). In internal testing, compared with the experts, the DWI-only and the DWI+AF algorithms respectively achieved moderate (65.3%) and near-strong (79.1%) agreement. In external testing, both algorithms again showed good agreements (59.3%–60.7% and 73.7%–74.0%, respectively). In the clinical trial dataset, compared with the expert consensus, percentage agreements and Cohen’s kappa were respectively 58.1% and 0.34 for the DWI-only vs. 72.9% and 0.57 for the DWI+AF algorithms. The corresponding values between experts were comparable (76.0% and 0.61) to the DWI+AF algorithm. Conclusion Our model trained on a large dataset of DWI (both with or without AF information) was able to classify ischemic stroke subtypes comparable to a consensus of stroke experts.
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- 2024
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8. Comparative Analysis of Conductive Paste in Electroencephalography: Evaluation of Artifact and Satisfaction
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Jae-Hwan SONG, Sung-Hee KIM, and Dae-Hyun KIM
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electroencephalography ,paste ,personal satisfaction ,Medicine (General) ,R5-920 - Abstract
Electroencephalography (EEG) is a test that diagnoses epilepsy and measures brain function. During EEG, the space between the electrode and the skin is filled with a conductive paste to reduce the impedance between the electrode and the scalp, which helps measure the EEG signals. This study compared the artifacts of the two representative conductive pastes (Ten20 and Elefix). The artifacts, noise, and satisfaction were surveyed after using the two conductive pastes. The two conductive pastes had similar artifacts and noise, but the survey results showed that the Elefix conductive paste had better satisfaction and adhesion. This result may be explained by the imprinting effect according to the experience of using the Elefix conductive paste first in the EEG class. Hence, further research is needed.
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- 2024
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9. Reorganization of H3K9me heterochromatin leads to neuronal impairment via the cascading destruction of the KDM3B-centered epigenomic network
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Mi-Jin An, Ji-Young Kim, Jinho Kim, Dae-Hyun Kim, Geun-Seup Shin, Hyun-Min Lee, Ah-Ra Jo, Yuna Park, Yujeong Hwangbo, Chul-Hong Kim, Mi Jin Kim, Youn-Sang Jung, Jeongkyu Kim, Sangmyung Rhee, Sang-Beom Seo, and Jung-Woong Kim
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Biological sciences ,Neuroscience ,Molecular neuroscience ,Science - Abstract
Summary: Histone H3K9 methylated heterochromatin silences repetitive non-coding sequences and lineage-specific genes during development, but how tissue-specific genes escape from heterochromatin in differentiated cells is unclear. Here, we examine age-dependent transcriptomic profiling of terminally differentiated mouse retina to identify epigenetic regulators involved in heterochromatin reorganization. The single-cell RNA sequencing analysis reveals a gradual downregulation of Kdm3b in cone photoreceptors during aging. Disruption of Kdm3b (Kdm3b+/−) of 12-month-old mouse retina leads to the decreasing number of cones via apoptosis, and it changes the morphology of cone ribbon synapses. Integration of the transcriptome with epigenomic analysis in Kdm3b+/− retinas demonstrates gains of heterochromatin features in synapse assembly and vesicle transport genes that are downregulated via the accumulation of H3K9me1/2. Contrarily, losses of heterochromatin in apoptotic genes exacerbated retinal neurodegeneration. We propose that the KDM3B-centered epigenomic network is crucial for balancing of cone photoreceptor homeostasis via the modulation of gene set-specific heterochromatin features during aging.
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- 2024
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10. Trends in Dual Antiplatelet Therapy of Aspirin and Clopidogrel and Outcomes in Ischemic Stroke Patients Noneligible for POINT/CHANCE Trial Treatment
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Joon‐Tae Kim, Ji Sung Lee, Hyunsoo Kim, Beom Joon Kim, Keon‐Joo Lee, Jong‐Moo Park, Kyusik Kang, Soo Joo Lee, Jae Guk Kim, Jae‐Kwan Cha, Dae‐Hyun Kim, Tai Hwan Park, Kyungbok Lee, Jun Lee, Keun‐Sik Hong, Yong‐Jin Cho, Hong‐Kyun Park, Byung‐Chul Lee, Kyung‐Ho Yu, Mi Sun Oh, Dong‐Eog Kim, Jay Chol Choi, Jee‐Hyun Kwon, Wook‐Joo Kim, Dong‐Ick Shin, Kyu Sun Yum, Sung Il Sohn, Jeong‐Ho Hong, Sang‐Hwa Lee, Man‐Seok Park, Wi‐Sun Ryu, Kwang‐Yeol Park, Juneyoung Lee, Jeffrey L. Saver, and Hee‐Joon Bae
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acute ischemic stroke ,aspirin ,clopidogrel ,dual antiplatelet treatment ,late‐presenting stroke ,nonminor stroke ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Recent clinical trials established the benefit of dual antiplatelet therapy with aspirin and clopidogrel (DAPT‐AC) in early‐presenting patients with minor ischemic stroke. However, the impact of these trials over time on the use and outcomes of DAPT‐AC among the patients with nonminor or late‐presenting stroke who do not meet the eligibility criteria of these trials has not been delineated. Methods and Results In a multicenter stroke registry, this study examined yearly changes from April 2008 to August 2022 in DAPT‐AC use for stroke patients ineligible for CHANCE/POINT (Clopidogrel in High‐Risk Patients with Acute Nondisabling Cerebrovascular Events/Platelet‐Oriented Inhibition in New TIA and Minor Ischemic Stroke) clinical trials due to National Institutes of Health Stroke Scale >4 or late arrival beyond 24 hours of onset. A total of 32 118 patients (age, 68.1±13.1 years; male, 58.5%) with National Institutes of Health Stroke Scale of 4 (interquartile range, 1–7) were analyzed. In 2008, DAPT‐AC was used in 33.0%, other antiplatelets in 62.7%, and no antiplatelet in 4.3%. The frequency of DAPT‐AC was relatively unchanged through 2013, when the CHANCE trial was published, and then increased steadily, reaching 78% in 2022, while other antiplatelets decreased to 17.8% in 2022 (Ptrend
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- 2024
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11. Laparoscopic treatment of paraprostatic cyst in two dogs – complete resection, and partial resection with omentalization: a case report
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Jiyoung Park, Heungseok Won, Gyeong Gook Park, Hee Jun Jeong, Changhwan Moon, Jaemin Jeong, Hae-Beom Lee, Dae-Hyun Kim, and Seong Mok Jeong
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abdominal mass ,prostatic cyst ,paraprostatic pseudocyst ,computed tomography ,magnetic resonance imaging ,laparoscopic resection ,Veterinary medicine ,SF600-1100 - Abstract
Two intact male dogs were evaluated for symptoms, including hematuria, prostatomegaly, anuria, lethargy, and abdominal mass. Presurgical evaluations, including complete physical examinations, blood examinations, abdominal radiography with contrast (only in Case 2), ultrasonography, and computed tomography and magnetic resonance imaging (only in Case 1), were performed. A paraprostatic cyst was diagnosed initially, and laparoscopic exploration and surgery were performed. Complete resection was performed in case 1, whereas partial resection with omentalization was performed in case 2. Histopathological examination of the tissue samples confirmed the presence of paraprostatic pseudocysts in both cases, with no evidence of an epithelial lining. These two cases represent the first documented instances of laparoscopic treatment for extraparenchymal prostatic cysts. The laparoscopic treatment proved feasible even in the case of a giant cyst causing anuria (Case 2). Paraprostatic cysts should be considered a potential differential diagnosis for abnormal urination accompanied by an abdominal mass, and long-term postoperative follow-up is necessary.
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- 2024
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12. C1 Facetectomy and Ventral Fixation of Occipitoatlantoaxial Complex for Concurrent Congenital Atlanto-Occipital Dislocation and Atlantoaxial Instability in a Toy Poodle
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Kyung-Bin Kim, Jae-Min Jeong, Young-Jin Jeon, Seong-Mok Jeong, Dae-Hyun Kim, and Hae-Beom Lee
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atlanto-occipital dislocation ,atlantoaxial instability ,facetectomy ,occipitoatlantoaxial ,cranio-cervial junction disorders ,dog ,Veterinary medicine ,SF600-1100 ,Zoology ,QL1-991 - Abstract
An 8-month-old, 3.4 kg, castrated male Toy Poodle was referred for progressive tetraparesis and respiratory disorder without a history of trauma. Repeated computed tomography (CT) and magnetic resonance imaging (MRI) with different positions of the neck revealed concurrent atlanto-occipital dislocation (AOD) and atlantoaxial instability (AAI) with spinal cord compression. This case was unique due to its congenital nature and the absence of trauma. The surgical treatment involved precise removal of the C1 vertebra’s ventral articular facet, which was compressing on the spinal cord, attributed to its fixed and malaligned position within the atlantooccipital joint. Following facetectomy, the stabilization of the occipital bone to the C2 vertebra was achieved by screws, wire, and polymethyl methacrylate. Two days after surgery, the dog recovered ambulation and showed gradual improvement in gait, despite mild residual ataxia. Postoperative CT and radiographs showed successful decompression of the spinal cord. The screw loosening was confirmed at 114 days, which was managed successfully by extracting the affected screws. Through the 21-month monitoring period, the dog showed a normal gait with a wide-based stance of the pelvic limbs when standing and experienced no pain. This case represents the first report of concurrent congenital AOD and AAI treated with a ventral surgical approach, contributing new insights to the understanding and management of such complex cranio-cervical junction disorders in veterinary neurosurgery.
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- 2024
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13. Reconstruction of Bilateral Chronic Triceps Brachii Tendon Disruption Using a Suture-Mediated Anatomic Footprint Repair in a Dog
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Jong-Pil Yoon, Hae-Beom Lee, Young-Jin Jeon, Dae-Hyun Kim, Seong-Mok Jeong, and Jae-Min Jeong
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chronic triceps brachii tendon disruption ,footprint repair ,suture-mediated anatomic repair ,Krackow suture ,trans-articular external skeletal fixation ,dog ,Veterinary medicine ,SF600-1100 ,Zoology ,QL1-991 - Abstract
A 2-year-old, intact female Pomeranian presented with bilateral forelimb lameness, characterized by the olecranon making contact with the ground. The patient experienced two separate incidents of falling, occurring four and three weeks before admission, respectively. Following each episode, non-weight-bearing lameness was initially observed in the left forelimb, followed by the development of crouch gait. Based on the physical examination, radiographic, and ultrasonographic findings, bilateral triceps brachii tendon disruption was diagnosed. Intraoperatively, excessive granulation tissue at the distal end of the tendon was excised. The footprint region of each triceps brachii tendon was decorticated with a high-speed burr until bleeding was observed. The triceps brachii tendon was reattached to completely cover its footprint on the olecranon using the Krackow suture technique. This method involves anchoring the suture through bone tunnels in the ulna. Trans-articular external skeletal fixation was applied to both forelimbs to immobile and stabilize the elbow joints for nine weeks. Subsequently, the dog gradually increased its walking activities while on a leash over a six-week period. At the three-year follow-up, the patient exhibited improved forelimb function and maintained a normal gait without signs of lameness. Suture-mediated anatomic footprint repair proved useful in this single case and may be an effective surgical alternative for the management of chronic triceps brachii tendon disruption in dogs.
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- 2024
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14. Surgical Correction of a Sinus Venosus Atrial Septal Defect with Partial Anomalous Pulmonary Venous Connections Using Cardiac Computed Tomography Imaging and a 3D-Printed Model
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Kyung-Min Kim, Chang-Hwan Moon, Won-Jong Lee, Woo-Jin Kim, Mihyung Kim, Jaemin Jeong, Hae-Beom Lee, Seong-Mok Jeong, Ho-Jung Choi, Tae Sung Hwang, Hee Chun Lee, Jae Hyeon Yu, Aryung Nam, and Dae-Hyun Kim
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sinus venosus atrial septal defect ,partial anomalous pulmonary venous connection ,3D-printed cardiac model ,cardiopulmonary bypass ,congenital heart disease ,dog ,Veterinary medicine ,SF600-1100 ,Zoology ,QL1-991 - Abstract
Sinus venosus atrial septal defects (SVASDs), concurrent with partial anomalous pulmonary venous connections (PAPVCs), are a rare congenital heart disease in dogs. Surgical correction is essential when clinical signs or significant hemodynamic changes are present. We aimed to report on the successful surgical correction of an SVASD with PAPVCs, using a computed tomography (CT)-based customized 3D cardiac model. A 10-month-old male poodle was referred for corrective surgery for an ASD. Echocardiography confirmed a hemodynamically significant left-to-right shunting flow through an interatrial septal defect and severe right-sided heart volume overload. For a comprehensive diagnosis, a CT scan was performed, which confirmed an SVASD with PAPVCs. A customized 3D cardiac model was used for preoperative decision-making and surgical rehearsal. The defect was repaired using an autologous pericardial patch under a cardiopulmonary bypass (CPB). Temporary pacing was applied for sinus bradycardia and third-degree atrioventricular block. The patient recovered from the anesthesia without further complications. The pacemaker was removed during hospitalization and the patient was discharged without complications 2 weeks post-surgery. At the three-month follow-up, there was no shunting flow in the interatrial septum and the right-sided volume overload had been resolved. The cardiac medications were discontinued, and there were no complications. This report indicates the validity of surgical correction under CPB for an SVASD with PAPVCs, and the advantages of utilizing a CT-based 3D cardiac model for preoperative planning to increase the surgical success rate.
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- 2024
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15. DataDive: Supporting Readers' Contextualization of Statistical Statements with Data Exploration.
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Hyunwoo Kim, Khanh-Duy Le, Gionnieve Lim, Dae Hyun Kim 0005, Yoo Jin Hong, and Juho Kim
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- 2024
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16. Natural Language Dataset Generation Framework for Visualizations Powered by Large Language Models.
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Hyung-Kwon Ko, Hyeon Jeon, Gwanmo Park, Dae Hyun Kim 0005, Nam Wook Kim, Juho Kim, and Jinwook Seo
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- 2024
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17. A Context-Aware Onboarding Agent for Metaverse Powered by Large Language Models.
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Jihyeong Hong, Yokyung Lee, Dae Hyun Kim 0005, Daeun Choi, Yeo-Jin Yoon, Gyu-cheol Lee, Zucheul Lee, and Juho Kim
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- 2024
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18. AINeedsPlanner: A Workbook to Support Effective Collaboration Between AI Experts and Clients.
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Dae Hyun Kim 0005, Hyungyu Shin, Shakhnozakhon Yadgarova, Jinho Son, Hariharan Subramonyam, and Juho Kim
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- 2024
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19. Association Between Plasma Anti-Factor Xa Concentrations and Large Artery Occlusion in Patients With Acute Ischemic Stroke Taking Direct Oral Anticoagulants for Non-valvular Atrial Fibrillation.
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Dae-Hyun Kim, Byung-Cheol Kwak, Byeol-A Yoon, Jae-Kwan Cha, Jong-Sung Park, Min-Sun Kwak, Kwang-Sook Woo, and Jin-Yeong Han
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APIXABAN ,STROKE patients ,ORAL medication ,ATRIAL fibrillation ,ARTERIAL occlusions ,DYSLIPIDEMIA - Abstract
This letter to the editor published in the Annals of Laboratory Medicine discusses the association between low plasma concentrations of direct oral anticoagulants (DOACs) and an increased risk of large artery occlusion (LAO) in patients with acute ischemic stroke (AIS) and atrial fibrillation (AF). The study found that patients with LAOs had significantly lower DOAC plasma concentrations compared to patients without LAOs, regardless of whether they were administered at reduced doses. The findings suggest that monitoring plasma DOAC concentrations may help identify patients at risk of severe stroke. [Extracted from the article]
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- 2024
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20. Frailty in Older Adults.
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Dae Hyun Kim and Rockwood, Kenneth
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GERIATRIC assessment , *OLDER people , *FRAILTY , *PULMONARY fibrosis - Abstract
The article offers information on the clinical understanding of frailty in older adults, and emphasizing its identification, management and associated health risks. Topics discussed include the biological mechanisms underlying frailty; various approaches to frailty assessment and screening; and strategies for clinical management to improve outcomes and quality of life for older adults.
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- 2024
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21. Frailty and Clinical Outcomes of Ticagrelor Versus Clopidogrel in Older Adults With Acute Myocardial Infarction.
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Darae Ko, Evans, Peter T., Lin, Kueiyu Joshua, Pande, Ashvin N., Cervone, Alexander, Su Been Lee, Cheng, Susan, Tsacogianis, Theodore, Glynn, Robert J., and Dae Hyun Kim
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- 2024
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22. Efficacy of personalized rTMS to enhance upper limb function in subacute stroke patients: a protocol for a multi-center, randomized controlled study.
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Ho Seok Lee, Dae Hyun Kim, Han Gil Seo, Sun Im, Yeun Jie Yoo, Na Young Kim, Jungsoo Lee, Donghyeon Kim, Hae-Yeon Park, Mi-Jeong Yoon, Young Seok Kim, Hyunjin Kim, and Won Hyuk Chang
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TRANSCRANIAL direct current stimulation ,STROKE patients ,DIFFUSION tensor imaging ,TRANSCRANIAL magnetic stimulation ,EVOKED potentials (Electrophysiology) ,PREMOTOR cortex - Abstract
Background: Repetitive transcranial magnetic stimulation (rTMS) is widely used therapy to enhance motor deficit in stroke patients. To date, rTMS protocols used in stroke patients are relatively unified. However, as the pathophysiology of stroke is diverse and individual functional deficits are distinctive, more precise application of rTMS is warranted. Therefore, the objective of this study was to determine the effects of personalized protocols of rTMS therapy based on the functional reserve of each stroke patient in subacute phase. Methods: This study will recruit 120 patients with stroke in subacute phase suffering from the upper extremity motor impairment, from five different hospitals in Korea. The participants will be allocated into three different study conditions based on the functional reserve of each participant, measured by the results of TMS-induced motor evoked potentials (MEPs), and brain MRI with diffusion tensor imaging (DTI) evaluations. The participants of the intervention-group in the three study conditions will receive different protocols of rTMS intervention, a total of 10 sessions for 2 weeks: high-frequency rTMS on ipsilesional primary motor cortex (M1), high-frequency rTMS on ipsilesional ventral premotor cortex, and high-frequency rTMS on contralesional M1. The participants of the controlgroup in all three study conditions will receive the same rTMS protocol: lowfrequency rTMS on contralesional M1. For outcome measures, the following assessments will be performed at baseline (T0), during-intervention (T1), postintervention (T2), and follow-up (T3) periods: Fugl-Meyer Assessment (FMA), Box-and-block test, Action Research Arm Test, Jebsen-Taylor hand function test, hand grip strength, Functional Ambulatory Category, fractional anisotropy measured by the DTI, and brain network connectivity obtained from MRI. The primary outcome will be the difference of upper limb function, as measured by FMA from T0 to T2. The secondary outcomes will be the differences of other assessments. Discussion: This study will determine the effects of applying different protocols of rTMS therapy based on the functional reserve of each patient. In addition, this methodology may prove to be more efficient than conventional rTMS protocols. Therefore, effective personalized application of rTMS to stroke patients can be achieved based on their severity, predicted mechanism of motor recovery, or functional reserves. [ABSTRACT FROM AUTHOR]
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- 2024
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23. Leadership to Accelerate Healthcare's Digital Transformation: Evidence From 33 Health Systems.
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Harris Lemak, Christy, Pena, Dalton, Jones, Douglas A., Dae Hyun Kim, and Guptill, Janet
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- 2024
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24. Enhancing anti-calcification efficacy in veterinary cardiovascular surgeries: evaluating short-term ethanol’s role in glutaraldehyde fixed pericardial tissues in rats.
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Kyung-Min Kim, Won-Jong Lee, Woo-Jin Kim, Chang-Hwan Moon, Jaemin Jeong, Hae-Beom Lee, Seong-Mok Jeong, and Dae-Hyun Kim
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HEMATOXYLIN & eosin staining ,VETERINARY surgery ,CARDIOVASCULAR surgery ,GLUTARALDEHYDE ,CALCIFICATION ,RATS ,ETHANOL - Abstract
Autologous pericardial tissues are utilized in veterinary cardiovascular surgeries due to their accessibility and effectiveness. To enhance handling and biomechanical properties, glutaraldehyde (GA) fixation is applied. However, GA fixation can induce calcification, leading to tissue failure. This study aimed to establish an optimal rapid anti-calcification protocol by integrating ethanol treatment with the proven effective GA concentration and fixation time, facilitating application from collection to utilization. Pericardia were fixed with 0.625% GA for 20 min and subjected to ethanol treatment for 0 (group A, control), 20 (group B), and 30 minutes (group C). The treated tissues underwent mechanical test and were implanted subcutaneously in 3-week-old male rats for 7 weeks before extraction, followed by calcium analysis and histological examination via hematoxylin and eosin staining. No significant differences in mechanical properties were observed among the groups. The ethanol-treated groups (groups B and C; p < 0.05) exhibited significantly lower calcium levels than control (group A). Microscopy confirmed collagen and elastic fibers preservation, without significant immune cell variance. However, higher fibrocyte presence was noted in the ethanol-treated groups. This study presents a rapid anti-calcification protocol combining ethanol treatment with optimal GA fixation, suitable for direct surgical use of autologous tissues. Further research is necessary for long-term efficacy evaluation. [ABSTRACT FROM AUTHOR]
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- 2024
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25. Correlation between urine cytology results on the day after overnight continuous saline irrigation following transurethral resection of bladder tumor and bladder tumor recurrence.
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Dae Hyun Kim, Min Sung Choi, Jae Hwi Choi, Chunwoo Lee, Seong Uk Jeh, Sung Chul Kam, Jeong Seok Hwa, Jae Seog Hyun, and See Min Choi
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- *
BLADDER cancer , *TRANSURETHRAL resection of bladder , *TRANSURETHRAL prostatectomy , *SALINE irrigation , *NON-muscle invasive bladder cancer , *DISEASE relapse , *CYTOLOGY - Abstract
Purpose: To investigate the relationship between urine cytology results after overnight continuous saline irrigation (OCSI) following transurethral resection of bladder tumor (TURBT) and bladder tumor recurrence in non-muscle invasive bladder cancer (NMIBC). Materials and Methods: A retrospective study was conducted on patients diagnosed with NMIBC between 2016 and 2020 after undergoing TURBT at our hospital. All patients received OCSI following TURBT and had urine cytology test at postoperative 1 day. Urine cytology was classified into three groups: Negative, low-grade urothelial neoplasm (LGUN)+atypical urothelial cells (AUC), and suspicious for high-grade urothelial carcinoma (SHGUC)+high-grade urothelial carcinoma (HGUC). Recurrence-free survival (RFS) in each group was compared using the Kaplan-Meier method. Univariable and multivariable Cox regression analyses were performed to evaluate independent prognostic factors. Results: A total of 172 patients were included in this study. Based on urine cytology group (after OCSI), RFS did not reach the median value in the Negative group. In the LGUN+AUC group, the median RFS was 615.00 days. In the SHGUC+HGUC group, the median RFS was 377.00 days. In survival analysis, the Negative group had a longer RFS than the SHGUC+HGUC group (p=0.013). However, Cox regression analysis showed that SHGUC+HGUC was not an independent prognostic factor for recurrence. Conclusions: Urine cytology results after OCSI following TURBT in NMIBC were associated with bladder tumor recurrence. Specifically, SHGUC or HGUC in urine cytology after OCSI showed earlier recurrence than negative cases. However, further research is needed to accurately determine whether it is an independent prognostic factor. [ABSTRACT FROM AUTHOR]
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- 2024
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26. Performance of a Claims-Based Frailty Proxy Using Varying Frailty Ascertainment Lookback Windows.
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Duchesneau, Emilie D., Stürmer, Til, Dae Hyun Kim, Reeder-Hayes, Katherine, Edwards, Jessie K., Faurot, Keturah R., and Lund, Jennifer L.
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- 2024
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27. Clinical outcome and safety of holmium laser prostate enucleation after transrectal prostate biopsies for benign prostatic hyperplasia.
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See Min Choi, Chang Seok Kang, Dae Hyun Kim, Jae Hwi Choi, Chunwoo Lee, Seong Uk Jeh, Sung Chul Kam, Jeong Seok Hwa, and Jae Seog Hyun
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ENDORECTAL ultrasonography ,RETENTION of urine ,BENIGN prostatic hyperplasia ,PROSTATE biopsy ,SURGICAL enucleation ,HOLMIUM ,MINIMALLY invasive procedures - Abstract
Purpose: This study aimed to assess the clinical outcome and safety of holmium laser enucleation of the prostate (HoLEP) following transrectal ultrasound-guided prostate biopsy (TR biopsy) in the treatment of benign prostate hyperplasia. Materials and Methods: We retrospectively analyzed data from 556 patients who underwent HoLEP between 2014 and 2021. The patients were categorized into six groups: Group 1-A (n=45) underwent HoLEP within four months post TR biopsy. Group 1-B (n=94) underwent HoLEP more than four months post TR biopsy. Group 1-C (n=120) underwent HoLEP after a single TR biopsy. Group 1-D (n=19) underwent HoLEP after two or more TR biopsies. Group 1-total (n=139, group 1-A+group 1-B or group 1-C+group 1-D) underwent HoLEP post TR biopsy. Group 2 (control group, n=417) underwent HoLEP without prior TR biopsy. We examined perioperative parameters, safety, and functional outcomes. Results: The age, body mass index, International Prostate Symptom Score (IPSS), uroflowmetry, and comorbid diseases between group 1-total and group 2 were comparable. However, group 1-total exhibited significantly elevated prostate-specific antigen levels and larger prostate volumes (p<0.01). Perioperative factors like enucleation time, enucleation weight, and catheterization duration were notably higher in group 1-total (p<0.01). All groups showed significant improvements in IPSS, postvoid residual urine, and maximum flow rate during the 1-year postoperative period (p<0.05). The rates of postoperative complications were similar between group 1-total and group 2. Conclusions: Enucleation time and catheterization duration were significantly longer in the TR biopsy group. However, postoperative complications were not significantly different between TR biopsy and non-TR biopsy groups. [ABSTRACT FROM AUTHOR]
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- 2024
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28. Long-Term Functional Outcome in Patients With Isolated Thalamic Stroke: The KOSCO Study.
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Ho Seok Lee, Min Kyun Sohn, Jongmin Lee, Deog Young Kim, Yong-Il Shin, Gyung-Jae Oh, Yang-Soo Lee, Min Cheol Joo, So Young Lee, Min-Keun Song, Junhee Han, Jeonghoon Ahn, Dae Hyun Kim, Yun-Hee Kim, and Won Hyuk Chang
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- 2024
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29. FoxO6-Mediated TXNIP Induces Lipid Accumulation in the Liver through NLRP3 Inflammasome Activation.
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Mi Eun Kim, Jun Sik Lee, Tae Won Kim, Min Hi Park, and Dae Hyun Kim
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NLRP3 protein ,INFLAMMASOMES ,FORKHEAD transcription factors ,THIOREDOXIN-interacting protein ,LIVER cells ,FATTY liver ,CARNOSIC acid - Abstract
Background: Hepatic steatosis, which involves the excessive accumulation of lipid droplets in hepatocytes, presents a significant global health concern due to its association with obesity and metabolic disorders. Inflammation plays a crucial role in the progression of hepatic steatosis; however, the precise molecular mechanisms responsible for this process remain unknown. Methods: This study investigated the involvement of the nucleotide-binding oligomerization domain-like receptor pyrin domain-containing-3 (NLRP3) inflammasome and the forkhead box O6 (FoxO6) transcription factor in the pathogenesis of hepatic steatosis. We monitored the NLRP3 inflammasome and lipogenesis in mice overexpressing the constitutively active (CA)-FoxO6 allele and FoxO6- null mice. In an in vitro study, we administered palmitate to liver cells overexpressing CA-FoxO6 and measured changes in lipid metabolism. Results: We administered palmitate treatment to clarify the mechanisms through which FoxO6 activates cytokine interleukin (IL)-1β through the NLRP3 inflammasome. The initial experiments revealed that dephosphorylation led to palmitate-induced FoxO6 transcriptional activity. Further palmitate experiments showed increased expression of IL-1β and the hepatic NLRP3 inflammasome complex, including adaptor protein apoptotic speck protein containing a caspase recruitment domain (ASC) and pro-caspase-1. Furthermore, thioredoxin-interacting protein (TXNIP), a key regulator of cellular redox conditions upstream of the NLRP3 inflammasome, was induced by FoxO6 in the liver and HepG2 cells. Conclusion: The findings of this study shed light on the molecular mechanisms underpinning the FoxO6-NLRP3 inflammasome axis in promoting inflammation and lipid accumulation in the liver. [ABSTRACT FROM AUTHOR]
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- 2024
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30. Multi-Component Prehabilitation for Major Elective Surgery
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Hebrew SeniorLife and Dae Hyun Kim, Associate Professor of Medicine
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- 2024
31. Racial differences in tolerability of topical retinoids: A 15-year single-center retrospective cohort study
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Yu-Feng Chang, MD, MS, Li-Chi Chen, MD, Dae Hyun Kim, MD, ScD, Sarah Hahn Hsu, MD, and Hye Jin Chung, MD, MMSc
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acne vulgaris ,cutaneous irritation ,intolerability ,race ,tolerability ,topical retinoids ,Dermatology ,RL1-803 - Published
- 2024
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32. Efficacy of personalized repetitive transcranial magnetic stimulation based on functional reserve to enhance ambulatory function in patients with Parkinson’s disease: study protocol for a randomized controlled trial
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Seo Jung Yun, Ho Seok Lee, Dae Hyun Kim, Sun Im, Yeun Jie Yoo, Na Young Kim, Jungsoo Lee, Donghyeon Kim, Hae-Yeon Park, Mi-Jeong Yoon, Young Seok Kim, Won Hyuk Chang, and Han Gil Seo
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Functional reserve ,Gait ,Repetitive transcranial magnetic stimulation ,Parkinson’s disease ,Medicine (General) ,R5-920 - Abstract
Abstract Background Repetitive transcranial magnetic stimulation (rTMS) is one of the non-invasive brain stimulations that modulate cortical excitability through magnetic pulses. However, the effects of rTMS on Parkinson’s disease (PD) have yielded mixed results, influenced by factors including various rTMS stimulation parameters as well as the clinical characteristics of patients with PD. There is no clear evidence regarding which patients should be applied with which parameters of rTMS. The study aims to investigate the efficacy and safety of personalized rTMS in patients with PD, focusing on individual functional reserves to improve ambulatory function. Methods This is a prospective, exploratory, multi-center, single-blind, parallel-group, randomized controlled trial. Sixty patients with PD will be recruited for this study. This study comprises two sub-studies, each structured as a two-arm trial. Participants are classified into sub-studies based on their functional reserves for ambulatory function, into either the motor or cognitive priority group. The Timed-Up and Go (TUG) test is employed under both single and cognitive dual-task conditions (serial 3 subtraction). The motor dual-task effect, using stride length, and the cognitive dual-task effect, using the correct response rate of subtraction, are calculated. In the motor priority group, high-frequency rTMS targets the primary motor cortex of the lower limb, whereas the cognitive priority group receives rTMS over the left dorsolateral prefrontal cortex. The active comparator for each sub-study is bilateral rTMS of the primary motor cortex of the upper limb. Over 4 weeks, the participants will undergo 10 rTMS sessions, with evaluations conducted pre-intervention, mid-intervention, immediately post-intervention, and at 2-month follow-up. The primary outcome is a change in TUG time between the pre- and immediate post-intervention evaluations. The secondary outcome variables are the TUG under cognitive dual-task conditions, Movement Disorder Society-Unified Parkinson’s Disease Rating Scale Part III, New Freezing of Gait Questionnaire, Digit Span, trail-making test, transcranial magnetic stimulation-induced motor-evoked potentials, diffusion tensor imaging, and resting state functional magnetic resonance imaging. Discussion The study will reveal the effect of personalized rTMS based on functional reserve compared to the conventional rTMS approach in PD. Furthermore, the findings of this study may provide empirical evidence for an rTMS protocol tailored to individual functional reserves to enhance ambulatory function in patients with PD. Trial registration ClinicalTrials.gov NCT06350617. Registered on 5 April 2024.
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- 2024
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33. Needs and gaps of faculty development for medical schools
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Ji Hyun Im, Wha Sun Kang, Seung Hee Lee, Dae Chul Jeong, Dae Hyun Kim, Man-Sup Lim, Miran Kim, Ji-Hyun Seo, and Dong Hyeon Lee
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needs assessment ,faculty development ,faculty development program ,medical schools ,korea ,Education (General) ,L7-991 ,Medicine (General) ,R5-920 - Abstract
Purpose Current faculty development (FD) programs are mostly limited to medical education and often lack a comprehensive and systematic structure. Therefore, the present study aimed to explore the current status and needs of FD programs in medical schools to provide a basis for establishing FD strategies. Methods We conducted an online survey of medical school FD staff and professors regarding FD. Frequency, regression, and qualitative content analyses were conducted. FD programs were categorized into the classification frameworks. Results A total of 17 FD staff and 256 professors at 37 medical schools participated. There are gaps between the internal and external FD programs offered by medical schools and their needs, and there are gaps between the programs the professors participated in and their needs. Recent internal and external FD programs in medical schools have focused on educational methods, student assessment, and education in general. Medical schools have a high need for leadership and self-development, and student assessment. Furthermore, professors have a high need for leadership and self-development, and research. The number of participants, topics, and needs of FD programs varied depending on the characteristics of individual professors. Conclusion Medical schools should expand their FD programs to meet the needs of individuals and the changing demands of modern medical education. The focus should be on comprehensive and responsive programs that cover various topics, levels, and methods. Tailored programs that consider professors’ professional roles, career stages, and personal interests are essential for effective FD.
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- 2024
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34. Mass spectrometry-based ginsenoside profiling: Recent applications, limitations, and perspectives
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Hyun Woo Kim, Dae Hyun Kim, Byeol Ryu, You Jin Chung, Kyungha Lee, Young Chang Kim, Jung Woo Lee, Dong Hwi Kim, Woojong Jang, Woohyeon Cho, Hyeonah Shim, Sang Hyun Sung, Tae-Jin Yang, and Kyo Bin Kang
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Chemical profiling ,Genetic variation ,Ginseng ,Ginsenoside ,Mass spectrometry ,Botany ,QK1-989 - Abstract
Ginseng, the roots of Panax species, is an important medicinal herb used as a tonic. As ginsenosides are key bioactive components of ginseng, holistic chemical profiling of them has provided many insights into understanding ginseng. Mass spectrometry has been a major methodology for profiling, which has been applied to realize numerous goals in ginseng research, such as the discrimination of different species, geographical origins, and ages, and the monitoring of processing and biotransformation. This review summarizes the various applications of ginsenoside profiling in ginseng research over the last three decades that have contributed to expanding our understanding of ginseng. However, we also note that most of the studies overlooked a crucial factor that influences the levels of ginsenosides: genetic variation. To highlight the effects of genetic variation on the chemical contents, we present our results of untargeted and targeted ginsenoside profiling of different genotypes cultivated under identical conditions, in addition to data regarding genome-level genetic diversity. Additionally, we analyze the other limitations of previous studies, such as imperfect variable control, deficient metadata, and lack of additional effort to validate causation. We conclude that the values of ginsenoside profiling studies can be enhanced by overcoming such limitations, as well as by integrating with other -omics techniques.
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- 2024
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35. Impact of COVID-19 on brain connectivity and rehabilitation outcome after stroke
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Jong Mi Park, Jinna Kim, Yong Wook Kim, Deog Young Kim, Seo Yeon Yoon, and Dae Hyun Kim
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COVID-19 ,SARS-CoV-2 ,Stroke ,Magnetic resonance imaging ,Diffusion tensor imaging ,Recovery of function ,Science (General) ,Q1-390 ,Social sciences (General) ,H1-99 - Abstract
Background: Coronavirus disease (COVID-19) may induce neurological issues, impacting brain structure and stroke recovery. Limited studies have explored its effects on post-stroke rehabilitation. Our study compares brain structure and connectivity, assessing rehabilitation outcomes based on pre-stroke COVID-19 infection. Methods: A retrospective analysis of 299 post-stroke rehabilitation cases from May 2021 to January 2023 included two groups: those diagnosed with COVID-19 at least two weeks before stroke onset (COVID group) and those without (control group). Criteria involved first unilateral supratentorial stroke,
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- 2024
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36. The Development of a Quantitative Disability Assessment Tool in Patients with Idiopathic Parkinson’s Disease
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Han Gil Seo, Seo Jung Yun, Yoojin Song, Ho Seok Lee, Dae Hyun Kim, and Won Hyuk Chang
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Parkinson’s disease ,disability ,activities of daily living ,quality of life ,validation ,Medicine (General) ,R5-920 - Abstract
Background/Objectives: The objective of this study was to develop a novel quantitative disability assessment tool for patients with idiopathic Parkinson’s disease (IPD). Methods: A total of 47 patients with IPD were recruited from two hospitals. A specialist in Rehabilitation Medicine utilized the modified Schwab and England Activities of Daily Living Scale (mSEADL) as a reference, conducting a comprehensive medical chart review and an in-depth interview. The novel-developed disability measurement was calculated as ((mSEADL during the on-state) × (time of on-state)) + ((mSEADL during the off-state) × (time of off-state))/(waking time). Additionally, the degree of disability was assessed using the Korean version of the Modified Barthel Index during the on-state. Results: Twenty-four participants (51.1%) exhibited the off-state during waking hours. In patients exhibiting an off-state, the mSEADL score was significantly lower during the off-state than during the on-state (p < 0.05). The novel-developed disability measurement demonstrated a higher correlation coefficient with the reference mSEADL (0.960) than with the K-MBI (0.808), with statistical significance (p < 0.05). Conclusions: The results demonstrated that larger IPD patients exhibited an on–off phenomenon with greater dependency during the off-state. Therefore, the on–off phenomenon should be considered when evaluating disability in patients with IPD, with methods such as the novel-developed disability measurement tool in this study.
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- 2024
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37. Identifying Functional Status Impairment in People Living With Dementia Through Natural Language Processing of Clinical Documents: Cross-Sectional Study
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John Laurentiev, Dae Hyun Kim, Mufaddal Mahesri, Kuan-Yuan Wang, Lily G Bessette, Cassandra York, Heidi Zakoul, Su Been Lee, Li Zhou, and Kueiyu Joshua Lin
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Computer applications to medicine. Medical informatics ,R858-859.7 ,Public aspects of medicine ,RA1-1270 - Abstract
BackgroundAssessment of activities of daily living (ADLs) and instrumental ADLs (iADLs) is key to determining the severity of dementia and care needs among older adults. However, such information is often only documented in free-text clinical notes within the electronic health record and can be challenging to find. ObjectiveThis study aims to develop and validate machine learning models to determine the status of ADL and iADL impairments based on clinical notes. MethodsThis cross-sectional study leveraged electronic health record clinical notes from Mass General Brigham’s Research Patient Data Repository linked with Medicare fee-for-service claims data from 2007 to 2017 to identify individuals aged 65 years or older with at least 1 diagnosis of dementia. Notes for encounters both 180 days before and after the first date of dementia diagnosis were randomly sampled. Models were trained and validated using note sentences filtered by expert-curated keywords (filtered cohort) and further evaluated using unfiltered sentences (unfiltered cohort). The model’s performance was compared using area under the receiver operating characteristic curve and area under the precision-recall curve (AUPRC). ResultsThe study included 10,000 key-term–filtered sentences representing 441 people (n=283, 64.2% women; mean age 82.7, SD 7.9 years) and 1000 unfiltered sentences representing 80 people (n=56, 70% women; mean age 82.8, SD 7.5 years). Area under the receiver operating characteristic curve was high for the best-performing ADL and iADL models on both cohorts (>0.97). For ADL impairment identification, the random forest model achieved the best AUPRC (0.89, 95% CI 0.86-0.91) on the filtered cohort; the support vector machine model achieved the highest AUPRC (0.82, 95% CI 0.75-0.89) for the unfiltered cohort. For iADL impairment, the Bio+Clinical bidirectional encoder representations from transformers (BERT) model had the highest AUPRC (filtered: 0.76, 95% CI 0.68-0.82; unfiltered: 0.58, 95% CI 0.001-1.0). Compared with a keyword-search approach on the unfiltered cohort, machine learning reduced false-positive rates from 4.5% to 0.2% for ADL and 1.8% to 0.1% for iADL. ConclusionsIn this study, we demonstrated the ability of machine learning models to accurately identify ADL and iADL impairment based on free-text clinical notes, which could be useful in determining the severity of dementia.
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- 2024
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