1.Clinical Performance Evaluation of an Artificial Intelligence‑Powered Amyloid Brain PET Quantification Method
Seung Kwan KANG ; Mina HEO ; Ji Yeon CHUNG ; Daewoon KIM ; Seong A. SHIN ; Hongyoon CHOI ; Ari CHUNG ; Jung‑Min HA ; Hoowon KIM ; Jae Sung LEE
Nuclear Medicine and Molecular Imaging 2024;58(4):246-254
Methods:
150 amyloid brain PET images were visually assessed by experts and categorized as negative and positive. Standardized uptake value ratio (SUVR) was calculated with cerebellum grey matter as the reference region, and receiver operating characteristic (ROC) and precision-recall (PR) analysis for BTXBrain-Amyloid were conducted. For comparison, same image processing and analysis was performed using Statistical Parametric Mapping (SPM) program. In addition, to evaluate the spatial normalization (SN) performance, mutual information (MI) between MRI template and spatially normalized PET images was calculated and SPM group analysis was conducted.
Results:
Both BTXBrain and SPM methods discriminated between negative and positive groups. However, BTXBrain exhibited lower SUVR standard deviation (0.06 and 0.21 for negative and positive, respectively) than SPM method (0.11 and 0.25). In ROC analysis, BTXBrain had an AUC of 0.979, compared to 0.959 for SPM, while PR curves showed an AUC of 0.983 for BTXBrain and 0.949 for SPM. At the optimal cut-off, the sensitivity and specificity were 0.983 and 0.921 for BTXBrain and 0.917 and 0.921 for SPM12, respectively. MI evaluation also favored BTXBrain (0.848 vs. 0.823), indicating improved SN. In SPM group analysis, BTXBrain exhibited higher sensitivity in detecting basal ganglia differences between negative and positive groups.
Conclusion
BTXBrain-Amyloid outperformed SPM in clinical performance evaluation, also demonstrating superior SN and improved detection of deep brain differences. These results suggest the potential of BTXBrain-Amyloid as a valuable tool for clinical amyloid PET image evaluation.
2.A Single Baseline Amyloid Positron Emission Tomography Could Be Sufficient for Predicting Alzheimer’s Disease Conversion in Mild Cognitive Impairment
IL Han CHOO ; Ari CHONG ; Ji Yeon CHUNG ; Jung-Min HA ; Yu Yong CHOI ; Hoowon KIM
Psychiatry Investigation 2022;19(5):394-400
Objective:
Baseline amyloid burden in mild cognitive impairment (MCI) has been linked to conversion to Alzheimer’s disease (AD), but the comparison of baseline and longitudinal changes in amyloid burden for predicting AD remains unresolved. The objectives of this study aimed to compare the prognostic ability of baseline and longitudinal changes in amyloid burden in MCI patients.
Methods:
Seventy-five individuals with MCI were recruited and examined annually by clinical interviews for a mean follow-up of 24 months (range, 11.6–42.0). [18F]Florbetaben positron emission tomography (PET) scans were performed. T1-weighted 3D volumes were acquired for co-registration, and to define regions of interest. We examined whether baseline and longitudinal amyloid burden changes can improve AD conversion by Cox proportional hazard model analysis and receiver operating characteristic (ROC) curve analysis.
Results:
Cox proportional hazards model analysis showed that baseline amyloid burden was significantly associated with increased risk of conversion to AD (hazard ratio [HR]=10.0; 95% confidence interval [CI], 1.15–85.39; p=0.04), but longitudinal amyloid burden changes was not (HR=0.2; 95% CI, 0.02–1.18; p=0.07). When predicting AD, longitudinal amyloid burden changes had better ROC accuracy of 65.2% (95% CI, 48.4–82.0) than baseline amyloid burden of 59.6% (95% CI, 40.3–79.0), without statistical significance in pairwise comparison.
Conclusion
A single baseline amyloid PET could be sufficient in the prediction of AD conversion in MCI.
3.Pathobiolgy and Management of Alzheimer’s Disease
Chonnam Medical Journal 2021;57(2):108-117
Amyloid and tau protein abnormalities have been identified as the main causes of Alzheimer’s disease but exact mechanisms remain to be revealed. Especially, amyloid beta and tau protein coupling and neuroinflammatory and neurovascular contributions to Alzheimer disease are quite mysterious. Many animal models and basic biological research are trying to solve these puzzles. Known as aging processes, autophagy, mitochondrial degeneration with generation of reactive oxygen species, and age-related epigenetic modifications are also known to be associated with development of Alzheimer’s disease. Environmental factors such as bacterial and viral infections, heavy metal ions, diet, sleep, stress, and gut microbiota are also risk factors of Alzheimer’s disease. Future development of preventive and therapeutic modalities may be dependent on the pathobiology of Alzheimer’s disease.
4.Pathobiolgy and Management of Alzheimer’s Disease
Chonnam Medical Journal 2021;57(2):108-117
Amyloid and tau protein abnormalities have been identified as the main causes of Alzheimer’s disease but exact mechanisms remain to be revealed. Especially, amyloid beta and tau protein coupling and neuroinflammatory and neurovascular contributions to Alzheimer disease are quite mysterious. Many animal models and basic biological research are trying to solve these puzzles. Known as aging processes, autophagy, mitochondrial degeneration with generation of reactive oxygen species, and age-related epigenetic modifications are also known to be associated with development of Alzheimer’s disease. Environmental factors such as bacterial and viral infections, heavy metal ions, diet, sleep, stress, and gut microbiota are also risk factors of Alzheimer’s disease. Future development of preventive and therapeutic modalities may be dependent on the pathobiology of Alzheimer’s disease.
5.Pre-Mild Cognitive Impairment: Can Visual Memory Predict Who Rapidly Convert to Mild Cognitive Impairment?.
Eun Hyun SEO ; Hoowon KIM ; Kyu Yeong CHOI ; Kun Ho LEE ; IL Han CHOO
Psychiatry Investigation 2018;15(9):869-875
OBJECTIVE: Little is known about the natural course of pre-mild cognitive impairment (pre-MCI) and predictors to MCI. We followed-up individuals with pre-MCI and cognitively normal (CN) elders to identify neuropsychological predictors for rapid conversion to MCI. METHODS: Seventy-seven individuals with pre-MCI and 180 CN elders were recruited from the pool of individuals registered at the National Research Center for Dementia in Gwangju, Korea. We followed-up with them after a mean of 14±2.29 months. All participants underwent comprehensive clinical and neuropsychological assessment. Logistic regression analysis examined the ability of neuropsychological tests to predict conversions to MCI. RESULTS: Of 257 participants, 142 (55.3%) were eligible for the follow-up study (102 CN, 40 pre-MCI). Logistic regression revealed that spatial delayed recall significantly predicted the conversion from pre-MCI to MCI. In CN, copy for a complex figure significantly predicted the conversion to pre-MCI or MCI. CONCLUSION: Our findings indicated that spatial delayed recall was associated with rapid conversion from pre-MCI to MCI. Spatial organization and planning, measured by complex figure reproduction, were associated with rapid conversion from CN to pre-MCI or MCI. Our study suggests that inclusion of visuospatial reproduction and memory using a complex figure further facilitates early detection of MCI.
Alzheimer Disease
;
Cognition Disorders*
;
Dementia
;
Early Diagnosis
;
Follow-Up Studies
;
Gwangju
;
Korea
;
Logistic Models
;
Memory*
;
Mild Cognitive Impairment*
;
Neuropsychological Tests
;
Reproduction
;
Spatial Memory
6.Determinants of Central Nervous System Involvement in Herpes Zoster.
In Sung CHOO ; Man Young KIM ; Ji Yeon CHUNG ; Uk HUR ; Jin Ho KIM ; Hoo Won KIM
Journal of the Korean Neurological Association 2015;33(1):13-17
BACKGROUND: Herpes zoster is a viral disease characterized by a painful skin rash with blisters in a limited area on one side of the body, often in a stripe. Central nervous system(CNS) involvements are uncommon complications of herpes zoster. The exact mechanism and risk factors are still unknown. METHODS: We retrospectively reviewed the clinical data of patients who was admitted at our hospital due to herpes zoster from 2003 to 2013. The patients under age 15, herpes zoster infection without skin lesions, and cases not confirmed by a dermatologist were excluded. CNS involvements are defined as meningitis, encephalitis, single or multiple cranial neuropathies and all cases were evaluated with brain magnetic resonance imaging, spinal tapping, serological tests and confirmed by a neurologist. We compared the herpes zoster patients with CNS involvement to those without CNS involvement. Age, sex, body mass index, associated chronic medical illnesses, site and extent of skin lesion and development of post herpetic neuralgia were compared between two groups. RESULTS: Total 1,131 subjects (male 460, female 671) were recruited. A group with CNS involvement was 91(8.04%). Sex, body mass index, associated chronic medical illnesses, extent of skin lesion were not different between two groups. A group with CNS involvement showed younger age(p<0.01), more facial and cervical skin lesions(p<0.01), lesser development of post herpetic neuralgia(p=0.048). CONCLUSIONS: CNS involvement is not a rare complication of herpes zoster and more frequent in patients with younger age and faciocervical zoster.
Blister
;
Body Mass Index
;
Brain
;
Central Nervous System*
;
Cranial Nerve Diseases
;
Encephalitis
;
Exanthema
;
Female
;
Herpes Zoster*
;
Humans
;
Magnetic Resonance Imaging
;
Meningitis
;
Neuralgia
;
Retrospective Studies
;
Risk Factors
;
Serologic Tests
;
Skin
;
Spinal Puncture
;
Virus Diseases
7.Interaction between Sleep-Disordered Breathing and Acute Ischemic Stroke.
Seong Hwan AHN ; Jin Ho KIM ; Dong Uk KIM ; In Seong CHOO ; Hyun Jin LEE ; Hoo Won KIM
Journal of Clinical Neurology 2013;9(1):9-13
BACKGROUND AND PURPOSE: Sleep-disordered breathing (SDB) is suggested to be strongly associated with ischemic strokes. Risk factors, stroke subtypes, stroke lesion distribution, and the outcome of SDB in stroke patients remain unclear in Korea. METHODS: We prospectively studied 293 patients (159 men, 134 women; age 68.4+/-10.5) with acute ischemic stroke. Cardiovascular risk factors, stroke severity, sleep-related stroke onset, distribution of stroke lesions, and 3-month score on the modified Rankin Scale (mRS) were assessed. Stroke severity was assessed by the US National Institutes of Health Stroke Scale (NIHSS) and the mRS. The apnea-hypopnea index (AHI) was determined 6.3+/-2.2 days after stroke onset with the Apnea Link portable sleep apnea monitoring device. RESULTS: The prevalence of SDB (defined as an AHI of > or =10) was 63.1% (111 men, 74 women). Those in the SDB group were older, had higher NIHSS and mRS scores, greater bulbar weakness, and a higher incidence of sleep-associated stroke onset. Among risk-factor profiles, alcohol consumption and atrial fibrillation were significantly related to SDB. The stroke outcome was worse in patients with SDB than in those without SDB. The lesion location and specific stroke syndrome were not correlated with SDB. CONCLUSIONS: SDB is very common in acute cerebral infarction. Different risk-factor profiles and sleep-related stroke onsets suggest SDB as a cause of ischemic stroke. The higher NIHSS score and greater bulbar involvement in the SDB group seem to show the influence of ischemic stroke on the increased SDB prevalence.
Alcohol Drinking
;
Aluminum Hydroxide
;
Apnea
;
Atrial Fibrillation
;
Carbonates
;
Cerebral Infarction
;
Humans
;
Incidence
;
Male
;
National Institutes of Health (U.S.)
;
Prevalence
;
Prospective Studies
;
Risk Factors
;
Sleep Apnea Syndromes
;
Stroke
8.Arteriovenous Malformation with an Occlusive Feeding Artery Coexisting with Unilateral Moyamoya Disease.
Seong Hwan AHN ; In Seong CHOO ; Jin Ho KIM ; Hoo Won KIM
Journal of Clinical Neurology 2010;6(4):216-220
BACKGROUND: Arteriovenous malformations (AVMs) with vascular abnormalities, including aneurysms, have been reported frequently. However, the coexistence of AVM and unilateral moyamoya disease is rare. We report herein an AVM patient who presented with acute ischemic stroke with unilateral moyamoya disease and occlusion of the feeding artery. CASE REPORT: A-41-year old man was admitted with sudden dysarthria and facial palsy. Brain computed tomography and magnetic resonance imaging revealed an acute infarction adjacent to a large AVM in the right frontal lobe. Cerebral angiography revealed occlusions of the proximal right middle cerebral and proximal anterior cerebral arteries, which were the main feeders of the AVM. Innumerable telangiectatic moyamoya-type vessels between branches of the anterior cerebral artery and dilated lenticulostriate arteries on the occluded middle cerebral artery were detected. However, a nidus of the AVM was still opacified through the distal right callosomarginal artery, which was supplied by the remaining anterior cerebral artery and leptomeningeal collaterals from the posterior cerebral artery. CONCLUSIONS: While AVM accompanied by unilateral moyamoya disease is rare, our case suggests an association between these two dissimilar vascular diseases.
Aneurysm
;
Anterior Cerebral Artery
;
Arteries
;
Arteriovenous Malformations
;
Brain
;
Cerebral Angiography
;
Dysarthria
;
Facial Paralysis
;
Frontal Lobe
;
Humans
;
Infarction
;
Magnetic Resonance Imaging
;
Middle Cerebral Artery
;
Moyamoya Disease
;
Stroke
;
Vascular Diseases
9.Warfarin Induced Skin Necrosis.
Seong Hwan AHN ; In Seong CHOO ; Dong Min KIM ; Gun Han LIM ; Jin Ho KIM ; Hoo Won KIM
Journal of the Korean Neurological Association 2008;26(2):142-145
Warfarin is widely used for the prevention of cerebral infarction, especially in patients with atrial fibrillation or artificial valve. Although hemorrhagic problems are well known, skin necrosis is a rare complication. Failures of early diagnosis or management may lead to serious results. We report a case of skin necrosis induced by warfarin therapy.
Anticoagulants
;
Atrial Fibrillation
;
Cerebral Infarction
;
Early Diagnosis
;
Humans
;
Necrosis
;
Skin
;
Warfarin
10.A Case of Central Pontine Myelinolysis Associated with Hypokalemia in Hyperemesis Gravidarum.
Gun Han LIM ; Seung An LEE ; Hyung Min KIM ; Jin Ho KIM ; Hoo Won KIM
Journal of the Korean Neurological Association 2007;25(2):260-262
No abstract available.
Female
;
Hyperemesis Gravidarum*
;
Hypokalemia*
;
Myelinolysis, Central Pontine*
;
Pregnancy

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