161 results on '"Koung Mi Kang"'
Search Results
2. Association between brain amyloid deposition and longitudinal changes of white matter hyperintensities
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Woo-Jin Cha, Dahyun Yi, Hyejin Ahn, Min Soo Byun, Yoon Young Chang, Jung-Min Choi, Kyungtae Kim, Hyeji Choi, Gijung Jung, Koung Mi Kang, Chul-Ho Sohn, Yun-Sang Lee, Yu Kyeong Kim, and Dong Young Lee
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Alzheimer’s disease ,Beta-amyloid ,Tau ,White matter hyperintensity ,Sex difference ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Growing evidence suggests that not only cerebrovascular disease but also Alzheimer’s disease (AD) pathological process itself cause cerebral white matter degeneration, resulting in white matter hyperintensities (WMHs). Some preclinical evidence also indicates that white matter degeneration may precede or affect the development of AD pathology. This study aimed to clarify the direction of influence between in vivo AD pathologies, particularly beta-amyloid (Aβ) and tau deposition, and WMHs through longitudinal approach. Methods Total 282 older adults including cognitively normal and cognitively impaired individuals were recruited from the Korean Brain Aging Study for the Early Diagnosis and Prediction of Alzheimer’s Disease (KBASE) cohort. The participants underwent comprehensive clinical and neuropsychological assessment, [11C] Pittsburgh Compound B PET for measuring Aβ deposition, [18F] AV-1451 PET for measuring tau deposition, and MRI scans with fluid-attenuated inversion recovery image for measuring WMH volume. The relationships between Aβ or tau deposition and WMH volume were examined using multiple linear regression analysis. In this analysis, baseline Aβ or tau were used as independent variables, and change of WMH volume over 2 years was used as dependent variable to examine the effect of AD pathology on increase of WMH volume. Additionally, we set baseline WMH volume as independent variable and longitudinal change of Aβ or tau deposition for 2 years as dependent variables to investigate whether WMH volume could precede AD pathologies. Results Baseline Aβ deposition, but not tau deposition, had significant positive association with longitudinal change of WMH volume over 2 years. Baseline WMH volume was not related with any of longitudinal change of Aβ or tau deposition for 2 years. We also found a significant interaction effect between baseline Aβ deposition and sex on longitudinal change of WMH volume. Subsequent subgroup analyses showed that high baseline Aβ deposition was associated with increase of WMH volume over 2 years in female, but not in male. Conclusions Our findings suggest that Aβ deposition accelerates cerebral WMHs, particularly in female, whereas white matter degeneration appears not influence on longitudinal Aβ increase. The results also did not support any direction of influence between tau deposition and WMHs.
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- 2024
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3. Added value of dynamic contrast-enhanced MR imaging in deep learning-based prediction of local recurrence in grade 4 adult-type diffuse gliomas patients
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Jungbin Yoon, Nayeon Baek, Roh-Eul Yoo, Seung Hong Choi, Tae Min Kim, Chul-Kee Park, Sung-Hye Park, Jae-Kyung Won, Joo Ho Lee, Soon Tae Lee, Kyu Sung Choi, Ji Ye Lee, Inpyeong Hwang, Koung Mi Kang, and Tae Jin Yun
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Medicine ,Science - Abstract
Abstract Local recurrences in patients with grade 4 adult-type diffuse gliomas mostly occur within residual non-enhancing T2 hyperintensity areas after surgical resection. Unfortunately, it is challenging to distinguish non-enhancing tumors from edema in the non-enhancing T2 hyperintensity areas using conventional MRI alone. Quantitative DCE MRI parameters such as Ktrans and Ve convey permeability information of glioblastomas that cannot be provided by conventional MRI. We used the publicly available nnU-Net to train a deep learning model that incorporated both conventional and DCE MRI to detect the subtle difference in vessel leakiness due to neoangiogenesis between the non-recurrence area and the local recurrence area, which contains a higher proportion of high-grade glioma cells. We found that the addition of Ve doubled the sensitivity while nonsignificantly decreasing the specificity for prediction of local recurrence in glioblastomas, which implies that the combined model may result in fewer missed cases of local recurrence. The deep learning model predictive of local recurrence may enable risk-adapted radiotherapy planning in patients with grade 4 adult-type diffuse gliomas.
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- 2024
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4. White matter integrity is associated with cognition and amyloid burden in older adult Koreans along the Alzheimer’s disease continuum
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Lauren R. Hirschfeld, Rachael Deardorff, Evgeny J. Chumin, Yu-Chien Wu, Brenna C. McDonald, Sha Cao, Shannon L. Risacher, Dahyun Yi, Min Soo Byun, Jun-Young Lee, Yu Kyeong Kim, Koung Mi Kang, Chul-Ho Sohn, Kwangsik Nho, Andrew J. Saykin, Dong Young Lee, and for the KBASE Research Group
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Cingulum bundle of the hippocampus ,White matter ,Alzheimer’s disease ,Mild cognitive impairment ,Cognition ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background White matter (WM) microstructural changes in the hippocampal cingulum bundle (CBH) in Alzheimer’s disease (AD) have been described in cohorts of largely European ancestry but are lacking in other populations. Methods We assessed the relationship between CBH WM integrity and cognition or amyloid burden in 505 Korean older adults aged ≥ 55 years, including 276 cognitively normal older adults (CN), 142 with mild cognitive impairment (MCI), and 87 AD patients, recruited as part of the Korean Brain Aging Study for the Early Diagnosis and Prediction of Alzheimer’s disease (KBASE) at Seoul National University. Results Compared to CN, AD and MCI subjects showed significantly higher RD, MD, and AxD values (all p-values
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- 2023
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5. Deep learning based on dynamic susceptibility contrast MR imaging for prediction of local progression in adult-type diffuse glioma (grade 4)
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Donggeon Heo, Jisoo Lee, Roh-Eul Yoo, Seung Hong Choi, Tae Min Kim, Chul-Kee Park, Sung-Hye Park, Jae-Kyung Won, Joo Ho Lee, Soon Tae Lee, Kyu Sung Choi, Ji Ye Lee, Inpyeong Hwang, Koung Mi Kang, and Tae Jin Yun
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Medicine ,Science - Abstract
Abstract Adult-type diffuse glioma (grade 4) has infiltrating nature, and therefore local progression is likely to occur within surrounding non-enhancing T2 hyperintense areas even after gross total resection of contrast-enhancing lesions. Cerebral blood volume (CBV) obtained from dynamic susceptibility contrast perfusion-weighted imaging (DSC-PWI) is a parameter that is well-known to be a surrogate marker of both histologic and angiographic vascularity in tumors. We built two nnU-Net deep learning models for prediction of early local progression in adult-type diffuse glioma (grade 4), one using conventional MRI alone and one using multiparametric MRI, including conventional MRI and DSC-PWI. Local progression areas were annotated in a non-enhancing T2 hyperintense lesion on preoperative T2 FLAIR images, using the follow-up contrast-enhanced (CE) T1-weighted (T1W) images as the reference standard. The sensitivity was doubled with the addition of nCBV (80% vs. 40%, P = 0.02) while the specificity was decreased nonsignificantly (29% vs. 48%, P = 0.39), suggesting that fewer cases of early local progression would be missed with the addition of nCBV. While the diagnostic performance of CBV model is still poor and needs improving, the multiparametric deep learning model, which presumably learned from the subtle difference in vascularity between early local progression and non-progression voxels within perilesional T2 hyperintensity, may facilitate risk-adapted radiotherapy planning in adult-type diffuse glioma (grade 4) patients.
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- 2023
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6. Body mass index and two-year change of in vivo Alzheimer’s disease pathologies in cognitively normal older adults
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Seunghoon Lee, Min Soo Byun, Dahyun Yi, Min Jung Kim, Joon Hyung Jung, Nayeong Kong, Gijung Jung, Hyejin Ahn, Jun-Young Lee, Koung Mi Kang, Chul-Ho Sohn, Yun-Sang Lee, Yu Kyeong Kim, Dong Young Lee, and for the KBASE Research Group
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Body mass index ,Alzheimer disease ,Beta-amyloid ,Tau ,Longitudinal changes ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Low body mass index (BMI) or underweight status in late life is associated with an increased risk of dementia or Alzheimer’s disease (AD). However, the relationship between late-life BMI and prospective longitudinal changes of in-vivo AD pathology has not been investigated. Methods This prospective longitudinal study was conducted as part of the Korean Brain Aging Study for Early Diagnosis and Prediction of Alzheimer’s Disease (KBASE). A total of 194 cognitive normal older adults were included in the analysis. BMI at baseline was measured, and two-year changes in brain Aβ and tau deposition on PET imaging were used as the main outcomes. Linear mixed-effects (LME) models were used to examine the relationships between late-life BMI and longitudinal change in AD neuropathological biomarkers. Results A lower BMI at baseline was significantly associated with a greater increase in tau deposition in AD-signature region over 2 years (β, -0.018; 95% CI, -0.028 to -0.004; p = .008), In contrast, BMI was not related to two-year changes in global Aβ deposition (β, 0.0002; 95% CI, -0.003 to 0.002, p = .671). An additional exploratory analysis for each sex showed lower baseline BMI was associated with greater increases in tau deposition in males (β, -0.027; 95% CI, -0.046 to -0.009; p = 0.007), but not in females. Discussion The findings suggest that lower BMI in late-life may predict or contribute to the progression of tau pathology over the subsequent years in cognitively unimpaired older adults.
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- 2023
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7. Risk of thyroid cancer in a lung cancer screening population of the National Lung Screening Trial according to the presence of incidental thyroid nodules detected on low-dose chest CT
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Hyobin Seo, Kwang Nam Jin, Ji Sang Park, Koung Mi Kang, Eun Kyung Lee, Ji Ye Lee, Roh-Eul Yoo, Young Joo Park, and Ji-hoon Kim
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thyroid neoplasms ,national lung screening trial ,incidental thyroid nodule ,low-dose chest ct ,ultrasound ,Medical technology ,R855-855.5 - Abstract
Purpose This study evaluated thyroid cancer risk in a lung cancer screening population according to the presence of an incidental thyroid nodule (ITN) detected on low-dose chest computed tomography (LDCT). Methods Of 47,837 subjects who underwent LDCT, a lung cancer screening population according to the National Lung Screening Trial results was retrospectively enrolled. The prevalence of ITN on LDCT was calculated, and the ultrasonography (US)/fine-needle aspiration (FNA)–based risk of thyroid cancer according to the presence of ITN on LDCT was compared using the Fisher exact or Student t-test as appropriate. Results Of the 2,329 subjects (female:male=44:2,285; mean age, 60.9±4.9 years), the prevalence of ITN on LDCT was 4.8% (111/2,329). The incidence of thyroid cancer was 0.8% (18/2,329, papillary thyroid microcarcinomas [PTMCs]) and was higher in the ITN-positive group than in the ITN-negative group (3.6% [4/111] vs. 0.6% [14/2,218], P=0.009). Among the 2,011 subjects who underwent both LDCT and thyroid US, all risks were higher (P
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- 2023
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8. Association between Cerebral Small Vessel and Alzheimer’s Disease
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Kyung Hoon Lee and Koung Mi Kang
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cerebral small vessel disease ,alzheimer disease ,magnetic resonance ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Cerebral small vessel disease (CSVD) includes vascular lesions detected on brain MRI, such as white matter hyperintensities, lacunar infarctions, microbleeds, or enlarged perivascular spaces. There is accumulating evidence that vascular changes may play an important role in development of Alzheimer’s disease (AD), and CSVD lesions detected on brain MRI were reported to be associated with β-amyloid and tau proteins accumulation. As the vascular contribution has therapeutic potential, it is important to understand the association of CSVD with AD and AD biomarkers. This review begins with a brief introduction of AD and AD biomarkers, explains the association between AD and vascular changes, and then details the pathogenesis and MR imaging findings of CSVD. Afterwards, we discuss the association of CSVD with AD and AD biomarkers.
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- 2022
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9. Serum zinc levels and in vivo beta-amyloid deposition in the human brain
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Jee Wook Kim, Min Soo Byun, Dahyun Yi, Jun Ho Lee, Min Jung Kim, Gijung Jung, Jun-Young Lee, Koung Mi Kang, Chul-Ho Sohn, Yun-Sang Lee, Yu Kyeong Kim, Dong Young Lee, and for the KBASE Research Group
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Zinc ,Aβ ,Alzheimer’s disease ,APOE4 ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Despite the known associations between zinc levels and Alzheimer’s disease (AD) dementia and related cognitive impairment, the underlying neuropathological links remain poorly understood. We tested the hypothesis that serum zinc level is associated with cerebral beta-amyloid protein (Aβ) deposition. Additionally, we explored associations between serum zinc levels and other AD pathologies [i.e., tau deposition and AD-signature cerebral glucose metabolism (AD-CM)] and white matter hyperintensities (WMHs), which are measures of cerebrovascular injury. Methods A total of 241 cognitively normal older adults between 55 and 90 years of age were enrolled. All the participants underwent comprehensive clinical assessments, serum zinc level measurement, and multimodal brain imaging, including Pittsburgh compound B-positron emission tomography (PET), AV-1451 PET, fluorodeoxyglucose (FDG)-PET, and magnetic resonance imaging. Zinc levels were stratified into three categories: 90 μg/dL (high). Results A low serum zinc level was significantly associated with increased Aβ retention. In addition, apolipoprotein E ε4 allele (APOE4) status moderated the association: the relationship between low zinc level and Aβ retention was significant only in APOE4 carriers. Although a low zinc level appeared to reduce AD-CM, the relationship became insignificant on sensitivity analysis including only individuals with no nutritional deficiency. The serum zinc level was associated with neither tau deposition nor the WMH volume. Conclusions Our findings suggest that decreased serum zinc levels are associated with elevation of brain amyloid deposition. In terms of AD prevention, more attention needs to be paid to the role of zinc.
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- 2021
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10. Association of low meal frequency with decreased in vivo Alzheimer’s pathology
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Jee Wook Kim, Min Soo Byun, Dahyun Yi, Jun Ho Lee, Kiyoung Sung, Dongkyun Han, Gihwan Byeon, Min Jung Kim, Joon Hyung Jung, Yoon Young Chang, Gijung Jung, Jun-Young Lee, Yun-Sang Lee, Yu Kyeong Kim, Koung Mi Kang, Chul-Ho Sohn, and Dong Young Lee
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Biological sciences ,Neuroscience ,Nutrition ,Science - Abstract
Summary: Little is known about the association between meal frequency and Alzheimer’s disease (AD) in humans. We tested the hypothesis that low meal frequency (LMF) is associated with reduced in vivo AD pathology in human brain, and additionally investigated the mediation of serum ghrelin, a hunger-related hormone, for the association. A total of 411 non-demented older adults were systematically interviewed to identify their dietary patterns including meal frequency and underwent multi-modal neuroimaging for cerebral beta-amyloid (Aβ) and tau deposition, glucose metabolism, and cerebrovascular injury. LMF (less than three meals a day) was significantly associated with lower Aβ deposition compared to high meal frequency (HMF). In addition, both LMF and reduced Aβ deposition were significantly related to elevated serum ghrelin. Our findings suggest that LMF may be related to the lower risk of AD through reduced brain amyloid deposition. Additionally, ghrelin appears mediate the association between LMF and lower amyloid deposition.
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- 2022
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11. Cerebrovascular Reservoir and Arterial Transit Time Changes Assessed by Acetazolamide-Challenged Multi-Phase Arterial Spin Labeling Perfusion MRI in Chronic Cerebrovascular Steno-Occlusive Disease
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Inpyeong Hwang, Chul-Ho Sohn, Keun-Hwa Jung, Eung Koo Yeon, Ji Ye Lee, Roh-Eul Yoo, Koung Mi Kang, Tae Jin Yun, Seung Hong Choi, and Ji-hoon Kim
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acetazolamide ,cerebrovascular circulation ,cerebrovascular disorders ,magnetic resonance angiography ,perfusion ,Medical physics. Medical radiology. Nuclear medicine ,R895-920 - Abstract
Purpose To explore cerebrovascular reservoir (CVR) and arterial transit time (ATT) changes using acetazolamide-challenged multi-phase arterial spin labeling (MP-ASL) perfusion-weighted MRI in chronic cerebrovascular steno-occlusive disease. Materials and Methods This retrospective study enrolled patients with chronic steno-occlusion who underwent acetazolamide-challenged MP-ASL between June 2019 and October 2020. Cerebral blood flow, CVR, basal ATT, and ATT changes associated with severe stenosis, total occlusion, and chronic infarction lesions were compared. Results There were 32 patients (5 with bilateral steno-occlusion) in our study sample. The CVR was significantly reduced during total occlusion compared with severe stenosis (26.2% ± 28.8% vs. 41.4% ± 34.1%, respectively, p = 0.004). The ATT changes were not significantly different (p = 0.717). The CVR was marginally lower in patients with chronic infarction (29.6% ± 39.1% vs. 38.9% ± 28.7%, respectively, p = 0.076). However, the ATT was less shortened in patients with chronic infarction (-54 ± 135 vs. -117 ± 128 ms, respectively, p = 0.013). Conclusion Acetazolamide-challenged MP-ASL provides an MRI-based CVR evaluation tool for chronic steno-occlusive disease.
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- 2021
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12. Radiomics-based neural network predicts recurrence patterns in glioblastoma using dynamic susceptibility contrast-enhanced MRI
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Ka Young Shim, Sung Won Chung, Jae Hak Jeong, Inpyeong Hwang, Chul-Kee Park, Tae Min Kim, Sung-Hye Park, Jae Kyung Won, Joo Ho Lee, Soon-Tae Lee, Roh-Eul Yoo, Koung Mi Kang, Tae Jin Yun, Ji-Hoon Kim, Chul-Ho Sohn, Kyu Sung Choi, and Seung Hong Choi
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Medicine ,Science - Abstract
Abstract Glioblastoma remains the most devastating brain tumor despite optimal treatment, because of the high rate of recurrence. Distant recurrence has distinct genomic alterations compared to local recurrence, which requires different treatment planning both in clinical practice and trials. To date, perfusion-weighted MRI has revealed that perfusional characteristics of tumor are associated with prognosis. However, not much research has focused on recurrence patterns in glioblastoma: namely, local and distant recurrence. Here, we propose two different neural network models to predict the recurrence patterns in glioblastoma that utilizes high-dimensional radiomic profiles based on perfusion MRI: area under the curve (AUC) (95% confidence interval), 0.969 (0.903–1.000) for local recurrence; 0.864 (0.726–0.976) for distant recurrence for each patient in the validation set. This creates an opportunity to provide personalized medicine in contrast to studies investigating only group differences. Moreover, interpretable deep learning identified that salient radiomic features for each recurrence pattern are related to perfusional intratumoral heterogeneity. We also demonstrated that the combined salient radiomic features, or “radiomic risk score”, increased risk of recurrence/progression (hazard ratio, 1.61; p = 0.03) in multivariate Cox regression on progression-free survival.
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- 2021
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13. Genetic associations of in vivo pathology influence Alzheimer’s disease susceptibility
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Jieun Seo, Min Soo Byun, Dahyun Yi, Jun Ho Lee, So Yeon Jeon, Seong A. Shin, Yu Kyeong Kim, Koung Mi Kang, Chul-Ho Sohn, Gijung Jung, Jong-Chan Park, Sun-Ho Han, Jayoung Byun, Inhee Mook-Jung, Dong Young Lee, Murim Choi, and for the KBASE Research Group
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Alzheimer’s disease ,Targeted panel sequencing ,Genetic association ,Neuroimaging ,In vivo AD pathologies ,PET ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Introduction Although the heritability of sporadic Alzheimer’s disease (AD) is estimated to be 60–80%, addressing the genetic contribution to AD risk still remains elusive. More specifically, it remains unclear whether genetic variants are able to affect neurodegenerative brain features that can be addressed by in vivo imaging techniques. Methods Targeted sequencing analysis of the coding and UTR regions of 132 AD susceptibility genes was performed. Neuroimaging data using 11C-Pittsburgh Compound B positron emission tomography (PET), 18F-fluorodeoxyglucose PET, and MRI that are available from the KBASE (Korean Brain Aging Study for Early Diagnosis and Prediction of Alzheimer’s disease) cohort were acquired. A total of 557 participants consisted of 336 cognitively normal (CN) adults, 137 mild cognitive impairment (MCI), and 84 AD dementia (ADD) groups. Results We called 5391 high-quality single nucleotide variants (SNVs) on AD susceptibility genes and selected significant associations between variants and five in vivo AD pathologies: (1) amyloid β (Aβ) deposition, (2) AD-signature region cerebral glucose metabolism (AD-Cm), (3) posterior cingulate cortex (PCC) cerebral glucose metabolism (PCC-Cm), (4) AD-signature region cortical thickness (AD-Ct), and (5) hippocampal volume (Hv). The association analysis for common variants (allele frequency (AF) > 0.05) yielded several novel loci associated with Aβ deposition (PIWIL1-rs10848087), AD-Cm (NME8-rs2722372 and PSEN2-rs75733498), AD-Ct (PSEN1-rs7523) and, Hv (CASS4-rs3746625). Meanwhile, in a gene-based analysis for rare variants (AF
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- 2020
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14. Association of carotid and intracranial stenosis with Alzheimer’s disease biomarkers
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Koung Mi Kang, Min Soo Byun, Jun Ho Lee, Dahyun Yi, Hye Jeong Choi, Eunjung Lee, Younghwa Lee, Jun-Young Lee, Yu Kyeong Kim, Bo Kyung Sohn, Chul-Ho Sohn, Dong Young Lee, and for the KBASE Research Group
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Alzheimer’s disease ,Amyloid beta ,Neurodegeneration ,Atherosclerosis ,Intracranial stenosis ,Carotid stenosis ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background To clarify whether atherosclerosis of the carotid and intracranial arteries is related to Alzheimer’s disease (AD) pathology in vivo, we investigated the associations of carotid and intracranial artery stenosis with cerebral beta-amyloid (Aβ) deposition and neurodegeneration in middle- and old-aged individuals. Given different variations of the pathologies between cognitive groups, we focused separately on cognitively normal (CN) and cognitively impaired (CI) groups. Methods A total of 281 CN and 199 CI (mild cognitive impairment and AD dementia) subjects underwent comprehensive clinical assessment, [11C] Pittsburgh compound B-positron emission tomography, and magnetic resonance (MR) imaging including MR angiography. We evaluated extracranial carotid and intracranial arteries for the overall presence, severity (i.e., number and degree of narrowing), and location of stenosis. Results We found no associations between carotid and intracranial artery stenosis and cerebral Aβ burden in either the CN or the CI group. In terms of neurodegeneration, exploratory univariable analyses showed associations between the presence and severity of stenosis and regional neurodegeneration biomarkers (i.e., reduced hippocampal volume [HV] and cortical thickness in the AD-signature regions) in both the CN and CI groups. In confirmatory multivariable analyses controlling for demographic covariates and diagnosis, the association between number of stenotic intracranial arteries ≥ 2 and reduced HV in the CI group remained significant. Conclusions Neither carotid nor intracranial artery stenosis appears to be associated with brain Aβ burden, while intracranial artery stenosis is related to amyloid-independent neurodegeneration, particularly hippocampal atrophy.
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- 2020
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15. Stenosis Detection From Time-of-Flight Magnetic Resonance Angiography via Deep Learning 3D Squeeze and Excitation Residual Networks
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Hunjin Chung, Koung Mi Kang, Mohammed A. Al-Masni, Chul-Ho Sohn, Yoonho Nam, Kanghyun Ryu, and Dong-Hyun Kim
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Stenosis detection ,magnetic resonance angiography ,internal carotid artery ,deep learning ,squeeze and excitation ,residual networks ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
Intracranial artery stenosis is an important public health concern internationally, due to it being one of the major causes of ischemic stroke. In this study, we aim to provide a computer-aided diagnosis algorithm capable of automatically distinguishing between Internal Carotid Artery (ICA) stenosis and normal to minimize the labor-intensiveness of stenosis detection. Using Time-of-Flight Magnetic Resonance Angiography (TOF-MRA), a novel deep learning detection model via 3D Squeeze and Excitation Residual Networks (SE-ResNet) is proposed. Pre-processing of TOF-MRA, data augmentation, training of 3D SE-ResNet, and testing using patch-based and patient-based methods with cross-validation is described. The proposed network using a database consisting of 50 normal cases (ICA-N) and 41 stenosis cases (ICA-S) with grade level of above 30% was evaluated. All 41 ICA-S cases were categorized according to the diameter (D_stenosis) of the artery at the site of the most severe stenosis by expert radiologists, whereas percent stenosis was measured by Warfarin-Aspirin Symptomatic Intracranial Disease (WASID) method. The proposed 3D SE-ResNet was further compared with more conventional networks including 3D ResNet and 3D VGG. The results showed the capability to detect stenosis achieving overall Area Under the Curve (AUC) and accuracies of 0.947 and 91.0% for patch-based and 0.884 and 81.0% for patient-based testing, respectively. In addition, the proposed 3D SE-ResNet achieved better performance against conventional 3D ResNet and 3D VGG with improvement rates of 0.053 and 0.095 for patch-based and 0.053 and 0.065 for patient-based testing in terms of AUC, respectively.
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- 2020
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16. Multiparity, Brain Atrophy, and Cognitive Decline
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Joon Hyung Jung, Ga Won Lee, Jun Ho Lee, Min Soo Byun, Dahyun Yi, So Yeon Jeon, Gi Jung Jung, Haejung Joung, Seong A Shin, Yu Kyeong Kim, Koung Mi Kang, Chul-Ho Sohn, and Dong Young Lee
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Alzheimer’s disease ,childbirth ,multiparity ,beta-amyloid ,neurodegeneration ,hippocampus ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
BackgroundMultiparity – grand multiparity (i.e., five or more childbirths) in particular – has been reported to have an association with increased risk of Alzheimer’s disease (AD) dementia or related cognitive decline in women. However, the pathological links underlying this relationship are still unknown. This study was conducted to examine the relationships of multiparity with cerebral amyloid-beta (Aβ) deposition, brain atrophy, and white matter hyperintensities (WMHs).MethodsIn this study, total of 237 older women with 148 cognitively normal and 89 mild cognitive impairment from the Korean Brain Aging Study for Early Diagnosis and Prediction of Alzheimer’s Disease (KBASE) were included. Participants underwent clinical and neuropsychological assessments in addition to 11C-labeled Pittsburgh Compound B positron emission tomography, and magnetic resonance imaging. The associations of parity with Aβ deposition, hippocampal volume, cortical volume, WMH volume and mini-mental status examination (MMSE) score were examined.ResultsParticipants with grand multiparity showed significantly reduced adjusted hippocampal volume, spatial pattern of atrophy for recognition of AD volume and spatial pattern of atrophy for recognition of brain aging volume even after controlling for potential confounders. Furthermore, MMSE score was also significantly lower in this group. In contrast, grand multiparity did not show any association with global Aβ retention, Aβ positivity rate, or WMH volume, regardless of covariates.ConclusionOur findings suggest that grand multiparity contributes to cognitive decline or increased dementia risk in older women by aggravating amyloid-independent hippocampal or cortical atrophy.
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- 2020
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17. Midlife Lifestyle Activities Moderate APOE ε4 Effect on in vivo Alzheimer’s Disease Pathologies
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So Yeon Jeon, Min Soo Byun, Dahyun Yi, Jun-Ho Lee, Kang Ko, Bo Kyung Sohn, Jun-Young Lee, Seung-Ho Ryu, Dong Woo Lee, Seoung A Shin, Yu Kyeong Kim, Koung Mi Kang, Chul-Ho Sohn, and Dong Young Lee
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Alzheimer’s disease ,APOE ε4 ,in vivo pathology ,midlife ,physical activity ,cognitive activity ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
This study aimed to investigate whether the midlife cognitive activity and physical activity moderate the relationship between apolipoprotein Eε4 (APOE4) and in vivo Alzheimer’s disease (AD) pathologies. In total, 287 non-demented older adults (mean age 72 years) from the Korean Brain Aging Study for the Early diagnosis and prediction of Alzheimer’s disease cohort were included. Participants underwent a comprehensive clinical assessment including the evaluation for midlife CA and physical activity, [11C]-Pittsburgh-Compound-B-positron emission tomography (PET), [18F]-fluorodeoxyglucose PET, structural magnetic resonance imaging (MRI), and APOE genotyping. We used linear regression and regression-based mediated-moderation models for statistical analyses. Neither midlife cognitive activity nor physical activity moderated the effect of APOE4 on β-amyloid (Aβ) retention itself. Midlife cognitive activity significantly moderated the effect of APOE4 on hippocampal volume [B (SE) = − 627.580 (252.327), t = −2.488, p = 0.014]: APOE4 carriers had smaller hippocampal volume than non-carriers at relatively high cognitive activity state (p = 0.004), but not at relatively low cognitive activity condition (p = 0.937). Midlife physical activity significantly moderated the effect of Aβ retention, which was closely related to APOE4, on AD-signature region cerebral glucose metabolism [AD-CM; B (SE) = 0.004 (0.002), t = 2.030, p = 0.043]: higher Aβ accumulation was associated with lower AD-CM in relatively low physical activity condition (p < 0.001), whereas no such association was observed in relatively high physical activity state (p = 0.791). The findings suggest that high midlife cognitive activity may accelerate hippocampal atrophy induced by APOE4, whereas high midlife physical activity may delay AD-related cerebral hypometabolism by weakening the influence of APOE4-associated Aβ retention.
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- 2020
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18. Does radiation therapy increase gadolinium accumulation in the brain?: Quantitative analysis of T1 shortening using R1 relaxometry in glioblastoma multiforme patients.
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Woo Hyeon Lim, Seung Hong Choi, Roh-Eul Yoo, Koung Mi Kang, Tae Jin Yun, Ji-Hoon Kim, and Chul-Ho Sohn
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Medicine ,Science - Abstract
This study evaluated the possibility of accelerated gadolinium accumulation in irradiated brain parenchyma where the blood-brain barrier was weakened.From January 2010 to June 2015, 44 patients with supratentorial glioblastoma were retrospectively identified who underwent pre- and post-radiation brain MR imaging, including R1 mapping. The mean dose of administered gadobutrol (Gadovist, Bayer, Germany) was 5.1 vials. Regions of interest (ROIs) were drawn around tumors that were located within 50-100% iso-dose lines of maximum radiation dose. ROIs were also drawn at globus pallidus, thalamus, and cerebral white matter. Averages of R1 values (unit: s-1) before and after radiation and those of R1 ratio (post-radiation R1 / pre-radiation R1) were compared by t-test or rank sum test as appropriate. Multiple linear regression analysis was performed to evaluate independent association factors for R1 value increase at irradiated parenchyma.The mean R1 values in peri-tumoral areas were significantly increased after radiotherapy (0.7901±0.0977 [mean±SD] vs. 0.8146±0.1064; P
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- 2018
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19. Detection of crossed cerebellar diaschisis in hyperacute ischemic stroke using arterial spin-labeled MR imaging.
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Koung Mi Kang, Chul-Ho Sohn, Seung Hong Choi, Keun-Hwa Jung, Roh-Eul Yoo, Tae Jin Yun, Ji-Hoon Kim, and Sun-Won Park
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Medicine ,Science - Abstract
BACKGROUND AND PURPOSE:Arterial spin-labeling (ASL) was recently introduced as a noninvasive method to evaluate cerebral hemodynamics. The purposes of this study were to assess the ability of ASL imaging to detect crossed cerebellar diaschisis (CCD) in patients with their first unilateral supratentorial hyperacute stroke and to identify imaging or clinical factors significantly associated with CCD. MATERIALS AND METHODS:We reviewed 204 consecutive patients who underwent MRI less than 8 hours after the onset of stroke symptoms. The inclusion criteria were supratentorial abnormality in diffusion-weighted images in the absence of a cerebellar or brain stem lesion, bilateral supratentorial infarction, subacute or chronic infarction, and MR angiography showing vertebrobasilar system disease. For qualitative analysis, asymmetric cerebellar hypoperfusion in ASL images was categorized into 3 grades. Quantitative analysis was performed to calculate the asymmetric index (AI). The patients' demographic and clinical features and outcomes were recorded. Univariate and multivariate analyses were also performed. RESULTS:A total of 32 patients met the inclusion criteria, and 24 (75%) presented CCD. Univariate analyses revealed more frequent arterial occlusions, higher diffusion-weighted imaging (DWI) lesion volumes and higher initial NIHSS and mRS scores in the CCD-positive group compared with the CCD-negative group (all p < .05). The presence of arterial occlusion and the initial mRS scores were related with the AI (all p < .05). Multivariate analyses revealed that arterial occlusion and the initial mRS scores were significantly associated with CCD and AI. CONCLUSION:ASL imaging could detect CCD in 75% of patients with hyperacute infarction. We found that CCD was more prevalent in patients with arterial occlusion, larger ischemic brain volumes, and higher initial NIHSS and mRS scores. In particular, vessel occlusion and initial mRS score appeared to be significantly related with CCD pathophysiology in the hyperacute stage.
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- 2017
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20. Identification of cerebral perfusion using arterial spin labeling in patients with seizures in acute settings.
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Roh-Eul Yoo, Tae Jin Yun, Byung-Woo Yoon, Sang Kun Lee, Soon-Tae Lee, Koung Mi Kang, Seung Hong Choi, Ji-Hoon Kim, Chul-Ho Sohn, Sun-Won Park, and Moon Hee Han
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Medicine ,Science - Abstract
This study aimed to explore the utility of arterial spin labeling perfusion-weighted imaging (ASL-PWI) in patients with suspected seizures in acute settings. A total of 164 patients who underwent ASL-PWI for suspected seizures in acute settings (with final diagnoses of seizure [n = 129], poststroke seizure [n = 18], and seizure mimickers [n = 17]), were included in this retrospective study. Perfusion abnormality was analyzed for: (1) pattern, (2) multifocality, and (3) atypical distribution against vascular territories. Perfusion abnormality was detected in 39% (50/129) of the seizure patients, most (94%, 47/50) being the hyperperfusion pattern. Of the patients with perfusion abnormality, multifocality or hemispheric involvement and atypical distribution against vascular territory were revealed in 46% (23/50) and 98% (49/50), respectively. In addition, seizures showed characteristic features including hyperperfusion (with or without non-territorial distribution) on ASL-PWI, thus differentiating them from poststroke seizures or seizure mimickers. In patients in whom seizure focus could be localized on both EEG and ASL-PWI, the concordance rate was 77%. The present study demonstrates that ASL-PWI can provide information regarding cerebral perfusion status in patients with seizures in acute settings and has the potential to be used as a non-invasive imaging tool to identify the cerebral perfusion in patients with seizures.
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- 2017
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21. Differentiation of Glioblastoma from Brain Metastasis: Qualitative and Quantitative Analysis Using Arterial Spin Labeling MR Imaging.
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Leonard Sunwoo, Tae Jin Yun, Sung-Hye You, Roh-Eul Yoo, Koung Mi Kang, Seung Hong Choi, Ji-Hoon Kim, Chul-Ho Sohn, Sun-Won Park, Cheolkyu Jung, and Chul-Kee Park
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Medicine ,Science - Abstract
To evaluate the diagnostic performance of cerebral blood flow (CBF) by using arterial spin labeling (ASL) perfusion magnetic resonance (MR) imaging to differentiate glioblastoma (GBM) from brain metastasis.The institutional review board of our hospital approved this retrospective study. The study population consisted of 128 consecutive patients who underwent surgical resection and were diagnosed as either GBM (n = 89) or brain metastasis (n = 39). All participants underwent preoperative MR imaging including ASL. For qualitative analysis, the tumors were visually graded into five categories based on ASL-CBF maps by two blinded reviewers. For quantitative analysis, the reviewers drew regions of interest (ROIs) on ASL-CBF maps upon the most hyperperfused portion within the tumor and upon peritumoral T2 hyperintensity area. Signal intensities of intratumoral and peritumoral ROIs for each subject were normalized by dividing the values by those of contralateral normal gray matter (nCBFintratumoral and nCBFperitumoral, respectively). Visual grading scales and quantitative parameters between GBM and brain metastasis were compared. In addition, the area under the receiver-operating characteristic curve was used to evaluate the diagnostic performance of ASL-driven CBF to differentiate GBM from brain metastasis.For qualitative analysis, GBM group showed significantly higher grade compared to metastasis group (p = 0.001). For quantitative analysis, both nCBFintratumoral and nCBFperitumoral in GBM were significantly higher than those in metastasis (both p < 0.001). The areas under the curve were 0.677, 0.714, and 0.835 for visual grading, nCBFintratumoral, and nCBFperitumoral, respectively (all p < 0.001).ASL perfusion MR imaging can aid in the differentiation of GBM from brain metastasis.
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- 2016
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22. The Moderating Effect of Serum Vitamin D on the Relationship between Beta-amyloid Deposition and Neurodegeneration.
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Junha Park, Min Soo Byun, Dahyun Yi, Hyejin Ahn, Joon Hyung Jung, Nayeong Kong, Yoon Young Chang, Gijung Jung, Jun-Young Lee, Yu Kyeong Kim, Yun-Sang Lee, Koung Mi Kang, Chul-Ho Sohn, and Dong Young Lee
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DISEASE risk factors ,POSITRON emission tomography ,MAGNETIC resonance imaging ,VITAMIN D deficiency ,OLDER people - Abstract
Objective: Previous studies have reported that vitamin D deficiency increased the risk of Alzheimer's disease (AD) dementia in older adults. However, little is known about how vitamin D is involved in the pathophysiology of AD. Thus, this study aimed to examine the association and interaction of serum vitamin D levels with in vivo AD pathologies including cerebral beta-amyloid (Aβ) deposition and neurodegeneration in nondemented older adults. Methods: 428 Nondemented older adults were recruited from the Korean Brain Aging Study for the Early Diagnosis and Prediction of Alzheimer's Disease, a prospective cohort that began in 2014. All participants underwent comprehensive clinical assessments, measurement of serum 25-hydroxyvitamin D (25[OH]D), and multimodal brain imaging including Pittsburgh compound B (PiB) positron emission tomography and magnetic resonance imaging. Global PiB deposition was measured for the Aβ biomarker. Intracranial volume-adjusted hippocampal volume (HVa) was used as a neurodegeneration biomarker. Results: Overall, serum 25(OH)D level was not associated with either Aβ deposition or HVa after controlling for age, sex, apolipoprotein E ε4 positivity, and vascular risk factors. However, serum 25(OH)D level had a significant moderating effect on the association between Aβ and neurodegeneration, with lower serum 25(OH)D level significantly exacerbating cerebral Aβ-associated hippocampal volume loss (B = 34.612, p = 0.008). Conclusion: Our findings indicate that lower serum vitamin D levels may contribute to AD by exacerbating Aβ-associated neurodegeneration in nondemented older adults. Further studies to explore the potential therapeutic effect of vitamin D supplementation on the progression of AD pathology will be necessary. [ABSTRACT FROM AUTHOR]
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- 2024
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23. Visual and Auditory Sensory Impairments Differentially Relate with Alzheimer's Pathology.
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Gihwan Byeon, Min Soo Byun, Dahyun Yi, Joon Hyung Jung, Nayeong Kong, Yoonyoung Chang, MUSUNG KEUM, Gijung Jung, Hyejin Ahn, Jun-Young Lee, Yu Kyeong Kim, Koung Mi Kang, Chul-Ho Sohn, and Dong Young Lee
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SENSORY disorders ,ALZHEIMER'S disease ,PATHOLOGICAL physiology ,OLDER people ,COGNITION disorders - Abstract
Objective: We intended to investigate the relationships between visual sensory impairment (VSI) or auditory sensory impairment (ASI) and brain pathological changes associated with cognitive decline in older adults. Methods: We primarily tried to examine whether each sensory impairment is related to Alzheimer's disease (AD) pathology, specifically beta-amyloid (Aβ) deposition, through both cross-sectional and longitudinal approaches in cognitively unimpaired older adults. Self-report questionnaires on vision and hearing status were administered at the baseline. Neuroimaging scans including brain [
11 C] Pittsburgh Compound B PET and MRI, as well as clinical assessments, were performed at baseline and 2-year follow-up. Results: Cross-sectional analyses showed that the VSI-positive group had significantly higher Aβ deposition than the VSI-negative group, whereas there was no significant association between ASI positivity and Aβ deposition. Longitudinal analyses revealed that VSI positivity at baseline was significantly associated with increased Aβ deposition over 2 years (β = 0.153, p = 0.025), although ASI positivity was not (β = 0.045, p = 0.518). VSI positivity at baseline was also significantly associated with greater atrophic changes in AD-related brain regions over the 2-year follow-up period (β = -0.207, p = 0.005), whereas ASI positivity was not (β = 0.024, p = 0.753). Neither VSI nor ASI positivity was related to cerebrovascular injury, as measured based on the white matter hyperintensity volume. Conclusion: The findings suggest that VSI is probably related to AD-specific pathological changes, which possibly mediate the reported relationship between VSI and cognitive decline. In contrast, ASI appears not associated with AD pathologies but may contribute to cognitive decline via other mechanisms. [ABSTRACT FROM AUTHOR]- Published
- 2024
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24. Validation of Ultrasound and Computed Tomography-Based Risk Stratification System and Biopsy Criteria for Cervical Lymph Nodes in Preoperative Patients With Thyroid Cancer.
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Young Hun Jeon, Ji Ye Lee, Roh-Eul Yoo, Jung Hyo Rhim, Kyung Hoon Lee, Kyu Sung Choi, Inpyeong Hwang, Koung Mi Kang, and Ji-hoon Kim
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- 2023
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25. Response prediction of vestibular schwannoma after gamma-knife radiosurgery using pretreatment dynamic contrast-enhanced MRI: a prospective study
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Inpyeong Hwang, Seung Hong Choi, Jin Wook Kim, Eung Koo Yeon, Ji Ye Lee, Roh-Eul Yoo, Koung Mi Kang, Tae Jin Yun, Ji-hoon Kim, and Chul-ho Sohn
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Treatment Outcome ,Humans ,Female ,Radiology, Nuclear Medicine and imaging ,Neuroma, Acoustic ,Prospective Studies ,General Medicine ,Radiosurgery ,Magnetic Resonance Imaging - Abstract
There are few known predictive factors for response to gamma-knife radiosurgery (GKRS) in vestibular schwannoma (VS). We investigated the predictive role of pretreatment dynamic contrast-enhanced (DCE)-MRI parameters regarding the tumor response after GKRS in sporadic VS.This single-center prospective study enrolled participants between April 2017 and February 2019. We performed a volumetric measurement of DCE-MRI-derived parameters before GKRS. The tumor volume was measured in a follow-up MRI. The pharmacokinetic parameters were compared between responders and nonresponders according to 20% or more tumor volume reduction. Stepwise multivariable logistic regression analyses were performed, and the diagnostic performance of DCE-MRI parameters for the prediction of tumor response was evaluated by receiver operating characteristic curve analysis.Ultimately, 35 participants (21 women, 52 ± 12 years) were included. There were 22 (62.9%) responders with a mean follow-up interval of 30.2 ± 5.7 months. KDCE-MRI (particularly K•Pretreatment prediction of gamma-knife radiosurgery response in vestibular schwannoma is still challenging. •Dynamic contrast-enhanced MRI could have predictive value for the response of vestibular schwannoma after gamma-knife radiosurgery.
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- 2022
26. Association of apolipoprotein E in peripheral blood and in vivo Alzheimer’s disease pathologies in nondemented older adults
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Min Soo Byun, Dahyun Yi, Hyejin Ahn, Min Jung Kim, Joon Hyung Jung, Gi Jung Jung, Jun‐Young Lee, Yu Kyeong Kim, Yun‐Sang Lee, Koung Mi Kang, Chul‐Ho Sohn, and Dong Young Lee
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Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Epidemiology ,Health Policy ,Neurology (clinical) ,Geriatrics and Gerontology - Published
- 2022
27. Computed tomography complements ultrasound for the differential diagnosis of traumatic neuroma from recurrent tumor in patients with postoperative thyroid cancer
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Koung Mi Kang, Tae Jin Yun, Ji Ye Lee, Ji Hoon Kim, Inpyeong Hwang, Eung Koo Yeon, Seung Hong Choi, Chul-Ho Sohn, and Roh-Eul Yoo
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medicine.medical_specialty ,medicine.medical_treatment ,Diagnosis, Differential ,Neuroma ,Biopsy ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Thyroid Neoplasms ,Thyroid cancer ,Retrospective Studies ,Ultrasonography ,Neuroradiology ,Traumatic neuroma ,medicine.diagnostic_test ,business.industry ,Thyroid ,Thyroidectomy ,Neck dissection ,General Medicine ,medicine.disease ,medicine.anatomical_structure ,Radiology ,Neoplasm Recurrence, Local ,Tomography, X-Ray Computed ,business - Abstract
Traumatic neuromas (TNs) mimic recurrent tumors in US after total thyroidectomy (TT) and lateral neck dissection (LND) for thyroid cancer. We aimed to evaluate whether CT could complement US in the differential diagnosis of TNs from recurrent thyroid cancer in the dissected neck. We retrospectively included a total of 97 consecutive US-detected lesions (28 TNs and 69 recurrent tumors) in patients with a previous history of TT and LND for thyroid cancer. The lesions were classified as benign, indeterminate, or suspicious according to the presence of benign or suspicious features on US and CT. Imaging features and categories on US and CT were compared between TNs and recurrent tumors. The diagnostic performances of US and CT for differentiating between TNs and recurrent tumors were calculated. On US, most TNs and recurrent tumors showed internal hyperechogenicity without hilar echogenicity or hilar vascularity and were categorized as suspicious lesions (23/28, 82.1% vs. 53/69, 76.8%). On CT, all TNs lacked strong enhancement without hilar fat or hilar vessel enhancement and were categorized as indeterminate lesions (28/28, 100%). In contrast, most recurrent tumors showed strong enhancement and were categorized as suspicious lesions (63/69, 91.3%). The addition of CT to US corrected 23 false-positive diagnoses in 28 TNs and 10 false-negative diagnoses in 69 recurrent tumors. CT complements US for the correct differentiation of TNs from recurrent tumors in postoperative thyroid cancer patients. The addition of CT to US may prevent unnecessary painful biopsy or surgery. • In the dissected neck, traumatic neuromas could mimic US suspicious LNs owing to its internal hyperechogenicity. • CT effectively differentiated traumatic neuromas from recurrent thyroid cancers by demonstrating significantly different enhancement patterns. • CT could complement US and may prevent unnecessary painful biopsy or surgery for US-detected lesions after thyroidectomy and neck dissection.
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- 2021
28. Prediction of brain age from routine T2-weighted spin-echo brain magnetic resonance images with a deep convolutional neural network
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Eung Koo Yeon, Tae Jin Yun, Ji Hoon Kim, Inpyeong Hwang, Roh-Eul Yoo, Seung Hong Choi, Chul-Ho Sohn, Hyeon-Jin Kim, Ji Ye Lee, and Koung Mi Kang
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Adult ,Male ,0301 basic medicine ,Aging ,medicine.medical_specialty ,Age prediction ,Neuroimaging ,Convolutional neural network ,03 medical and health sciences ,Deep Learning ,0302 clinical medicine ,Predictive Value of Tests ,Diabetes Mellitus ,Humans ,Medicine ,Clinical significance ,Brain magnetic resonance imaging ,Aged ,Age differences ,business.industry ,General Neuroscience ,Brain ,Middle Aged ,White Matter ,Diffusion Magnetic Resonance Imaging ,030104 developmental biology ,Test set ,Spin echo ,Feasibility Studies ,Female ,Neural Networks, Computer ,Neurology (clinical) ,Radiology ,Geriatrics and Gerontology ,business ,T2 weighted ,030217 neurology & neurosurgery ,Developmental Biology - Abstract
Our study investigated the feasibility and clinical relevance of brain age prediction using axial T2-weighted images (T2-WIs) with a deep convolutional neural network (CNN) algorithm. The CNN model was trained by 1,530 scans in our institution. The performance was evaluated by the mean absolute error (MAE) between the predicted brain age and the chronological age based on an internal test set (n=270) and an external test set (n=560). The ensemble CNN model showed an MAE of 4.22 years in the internal test set and 9.96 years in the external test set. Participants with grade 2-3 white matter hyperintensity (WMH) showed a higher corrected predicted age difference (PAD) than grade 0 WMH (posthoc p
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- 2021
29. Circadian rest-activity rhythm and longitudinal brain changes underlying late-life cognitive decline
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So Yeon, Jeon, Min Soo, Byun, Dahyun, Yi, Gijung, Jung, Jun-Young, Lee, Yu Kyeong, Kim, Chul-Ho, Sohn, Koung Mi, Kang, Yu Jin, Lee, and Dong Young, Lee
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Psychiatry and Mental health ,Neurology ,General Neuroscience ,Neurology (clinical) ,General Medicine - Abstract
The neurobiological substrates underlying the relationship of circadian rest-activity rhythm (RAR) alteration with accelerated late-life cognitive decline are not clearly understood. In the present study, the longitudinal relationship of objectively measured circadian RAR with in vivo Alzheimer's disease (AD) pathologies and cerebrovascular injury was investigated in non-demented older adults.The present study included 129 participants without dementia who participated in the Korean Brain Aging Study for Early DiagnosisPrediction of Alzheimer's Disease cohort. All participants underwent actigraphy at baseline and two consecutive [Delayed acrophase at baseline was significantly associated with greater annualized decline of AD-CM over a 2-year period, but not with that of other neuroimaging measures. In contrast, other circadian RAR parameters at baseline had no association with annualized change of any neuroimaging measures. Annualized decline of AD-CM was also significantly positively associated with the annual change in MMSE scores. Furthermore, a mediation analysis showed that greater reduction in AD-CM mediated the effect of delayed acrophase at baseline on faster decline of MMSE score.The findings indicates that delayed acrophase in late-life may cause or predict hypometabolism at AD-signature brain regions, which underlies cognitive decline in the near future. This article is protected by copyright. All rights reserved.
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- 2022
30. Detection of Cerebral Microbleeds in <scp>MR</scp> Images Using a <scp>Single‐Stage</scp> Triplanar Ensemble Detection Network (TPE‐Det)
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Haejoon Lee, Jun‐Ho Kim, Seul Lee, Kyu‐Jin Jung, Woo‐Ram Kim, Young Noh, Eung Yeop Kim, Koung Mi Kang, Chul‐Ho Sohn, Dong Young Lee, Mohammed A. Al‐masni, and Dong‐Hyun Kim
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Radiology, Nuclear Medicine and imaging - Abstract
Cerebral microbleeds (CMBs) are microscopic brain hemorrhages with implications for various diseases. Automated detection of CMBs is a challenging task due to their wide distribution throughout the brain, small size, and visual similarity to their mimics. For this reason, most of the previously proposed methods have been accomplished through two distinct stages, which may lead to difficulties in integrating them into clinical workflows.To develop a clinically feasible end-to-end CMBs detection network with a single-stage structure utilizing 3D information. This study proposes triplanar ensemble detection network (TPE-Det), ensembling 2D convolutional neural networks (CNNs) based detection networks on axial, sagittal, and coronal planes.Retrospective.Two datasets (DS1 and DS2) were used: 1) 116 patients with 367 CMBs and 12 patients without CMBs for training, validation, and testing (70.39 ± 9.30 years, 68 women, 60 men, DS1); 2) 58 subjects with 148 microbleeds and 21 subjects without CMBs only for testing (76.13 ± 7.89 years, 47 women, 32 men, DS2).A 3 T field strength and 3D GRE sequence scan for SWI reconstructions.The sensitivity, FPA paired t-test was performed to investigate the improvement of detection performance by the suggested ensembling technique in this study. A P value 0.05 was considered significant.The proposed TPE-Det detected CMBs on the DS1 testing set with a sensitivity of 96.05% and an FPThe ensembling of multidimensional networks significantly improves precision, suggesting that this new approach could increase the benefits of detecting lesions in the clinic.1 TECHNICAL EFFICACY: Stage 2.
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- 2022
31. Quantifying infarct core volume in ischemic stroke: What is the optimal threshold and parameters of computed tomography perfusion?
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Chuluunbaatar Otgonbaatar, Ji Ye Lee, Keun-Hwa Jung, Inpyeong Hwang, Roh-Eul Yoo, Koung Mi Kang, Tae Jin Yun, Seung Hong Choi, Ji-Hoon Kim, and Chul-Ho Sohn
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Rehabilitation ,Surgery ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine - Published
- 2023
32. Diffusion Tensor Imaging and Neurite Orientation Dispersion and Density Imaging Assessment of Optic Pathway Function in Patients With Anterior Visual Pathway Compression
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Eun Jung Choi, Lee Jongho, Woojin Jung, Seung Hong Choi, Koung Mi Kang, and Yong Hwy Kim
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Neurite ,Anterior Visual Pathway ,business.industry ,Compression (physics) ,Visual field ,Ophthalmology ,Diffusion Magnetic Resonance Imaging ,Diffusion Tensor Imaging ,Fractional anisotropy ,Neurites ,Humans ,Medicine ,Visual Pathways ,Prospective Studies ,Neurology (clinical) ,Stage (cooking) ,business ,Nuclear medicine ,Prospective cohort study ,Diffusion MRI - Abstract
BACKGROUND In patients with sellar or parasellar tumors, it is crucial to evaluate visual field impairment in the preoperative stage and to predict visual field improvement after the surgery. The purpose of this study was to investigate the associations of diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI) parameters in the optic radiations with preoperative and postoperative visual field impairment. METHODS This prospective study included 81 participants with sellar or parasellar tumors. Multishell diffusion imaging and a visual field impairment score (VFIS) were acquired before and after the surgery. The multishell diffusion-weighted imaging was acquired to measure the neurite density and neurite orientation dispersion, as well as the diffusivity. DTI parameters were fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity, and radial diffusivity (RD). NODDI provided intracellular volume fraction (Vic), the orientation dispersion index, and isotropic volume fraction (Viso). The associations of DTI and NODDI parameters in the optic radiations with VFIS were investigated, adjusting for age, tumor height, and symptom duration. RESULTS Among 162 optic radiations, 117 were functionally impaired in the preoperative stage. FA and Vic had significant negative correlations, whereas MD and RD had significant positive correlations with the VFIS (all P < 0.001). In the preoperative stage, lower FA (P = 0.001; odds ratio = 0.750) and Vic (P = 0.003; OR = 0.827) and higher MD (P = 0.007; OR = 1.244) and RD (P < 0.001; OR = 1.361) were significantly associated with the presence of visual field impairment. For the degree of postoperative improvement, preoperative lower Vic (P = 0.034; OR = 0.910) and higher MD (P = 0.037; OR = 1.103) and RD (P = 0.047; OR = 1.090) were significantly associated with more postoperative improvement. CONCLUSIONS DTI and NODDI parameters in the optic radiations were correlated with VFIS and associated with preoperative visual field impairments and postoperative improvement. It may help in predicting visual field improvement after the surgery in patients with sellar or parasellar tumors.
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- 2021
33. Prediction of Prognosis in Glioblastoma Using Radiomics Features of Dynamic Contrast-Enhanced MRI
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Tae Jin Yun, Soon-Tae Lee, Sung Hye Park, Roh Eul Yoo, Kyu Sung Choi, Seung Hong Choi, Chul-Ho Sohn, Koung Mi Kang, Elena Pak, Chul-Kee Park, Tae Min Kim, Inpyeong Hwang, Ji Hoon Kim, and Joo Ho Lee
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Male ,medicine.medical_specialty ,Prognosis prediction ,Dynamic contrast enhanced MRI ,Neuroimaging and Head & Neck ,Radiomics ,Transfer constant ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Ve ,Aged ,Retrospective Studies ,Framingham Risk Score ,Progression ,business.industry ,Proportional hazards model ,Brain Neoplasms ,Hazard ratio ,Vp ,Middle Aged ,medicine.disease ,Ktrans ,Prognosis ,Magnetic Resonance Imaging ,Isocitrate Dehydrogenase ,Dynamic contrast-enhanced MRI ,Original Article ,Radiology ,business ,Glioblastoma - Abstract
OBJECTIVE To develop a radiomics risk score based on dynamic contrast-enhanced (DCE) MRI for prognosis prediction in patients with glioblastoma. MATERIALS AND METHODS One hundred and fifty patients (92 male [61.3%]; mean age ± standard deviation, 60.5 ± 13.5 years) with glioblastoma who underwent preoperative MRI were enrolled in the study. Six hundred and forty-two radiomic features were extracted from volume transfer constant (Ktrans), fractional volume of vascular plasma space (Vp), and fractional volume of extravascular extracellular space (Ve) maps of DCE MRI, wherein the regions of interest were based on both T1-weighted contrast-enhancing areas and non-enhancing T2 hyperintense areas. Using feature selection algorithms, salient radiomic features were selected from the 642 features. Next, a radiomics risk score was developed using a weighted combination of the selected features in the discovery set (n = 105); the risk score was validated in the validation set (n = 45) by investigating the difference in prognosis between the "radiomics risk score" groups. Finally, multivariable Cox regression analysis for progression-free survival was performed using the radiomics risk score and clinical variables as covariates. RESULTS 16 radiomic features obtained from non-enhancing T2 hyperintense areas were selected among the 642 features identified. The radiomics risk score was used to stratify high- and low-risk groups in both the discovery and validation sets (both p < 0.001 by the log-rank test). The radiomics risk score and presence of isocitrate dehydrogenase (IDH) mutation showed independent associations with progression-free survival in opposite directions (hazard ratio, 3.56; p = 0.004 and hazard ratio, 0.34; p = 0.022, respectively). CONCLUSION We developed and validated the "radiomics risk score" from the features of DCE MRI based on non-enhancing T2 hyperintense areas for risk stratification of patients with glioblastoma. It was associated with progression-free survival independently of IDH mutation status.
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- 2021
34. Renal Safety of Repeated Intravascular Administrations of Iodinated or Gadolinium-Based Contrast Media within a Short Interval
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Chiheon Kwon, Koung Mi Kang, Seung Seok Han, Chul-Ho Sohn, Roh Eul Yoo, Young Hun Choi, and Soon Ho Yoon
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Male ,Renal function ,Gadolinium ,030218 nuclear medicine & medical imaging ,Nephrotoxicity ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Magnetic resonance imaging ,Risk Factors ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Aged ,Creatinine ,medicine.diagnostic_test ,business.industry ,Technology, Experiment, and Physics ,Contrast media ,Tomography, X-ray computed ,Acute kidney injury ,Retrospective cohort study ,Acute Kidney Injury ,Middle Aged ,medicine.disease ,Retrospective studies ,chemistry ,030220 oncology & carcinogenesis ,Anesthesia ,Population study ,Original Article ,Female ,business ,Perfusion - Abstract
Objective We aimed to investigate whether repeated intravascular administration of iodinated contrast media (ICM) or gadolinium-based contrast agents (GBCAs) within a short interval was associated with an increased risk of post-contrast acute kidney injury (PC-AKI). Materials and methods This retrospective study included 300 patients (mean age ± standard deviation, 68.5 ± 8.1 years; 131 male and 169 female) who had undergone at least one ICM-enhanced perfusion brain CT scan, had their baseline and follow-up serum creatinine levels available, and had not undergone additional contrast-enhanced examinations 72 hours before and after a time window of interest were included. The study population was divided into three groups: single-dose group and groups of patients who had received multiple contrast administrations in the time window of interest with the minimum contrast repeat interval either within 4 hours (0-4-hour group) or between 4 to 48 hours (4-48-hour group). Multivariable logistic regression analysis was conducted to evaluate the association between AKI and repeated ICM administrations. A similar supplementary analysis was performed including both ICM and GBCA. Results When ICM was only considered ignoring GBCA, among 300 patients, 207 patients received a single dose of ICM, 58 had repeated doses within 4 hours (0-4-hour group), and 35 patients had repeated doses between 4 to 48 hours (4-48-hour group). Most patients (> 95%) had a baseline estimated glomerular filtration rate (eGFR) of ≥ 30 mL/min/1.73 m². AKI occurred in 7.2%, 13.8%, and 8.6% of patients in the single-dose, 0-4-hour, and 4-48-hour groups, respectively. In the 0-4-hour and 4-48-hour groups, additional exposure to ICM was not associated with AKI after adjusting for comorbidities and nephrotoxic drugs (all p values > 0.05). Conclusion Repeated intravascular administrations of ICM within a short interval did not increase the risk of AKI in our study patients suspected of acute stroke with a baseline eGFR of ≥ 30 mL/min/1.73 m².
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- 2021
35. Functional Magnetic Resonance Imaging and Diffusion Tensor Imaging for Language Mapping in Brain Tumor Surgery: Validation With Direct Cortical Stimulation and Cortico-Cortical Evoked Potential.
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Koung Mi Kang, Kyung Min Kim, In Seong Kim, Joo Hyun Kim, Ho Kang, So Young Ji, Yun-Sik Dho, Hyongmin Oh, Hee-Pyoung Park, Han Gil Seo, Sung-Min Kim, Seung Hong Choi, and Chul-Kee Park
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- 2023
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36. Serum Adiponectin and In Vivo Brain Amyloid Deposition in Cognitively Normal Older Adults: A Cohort Study.
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Jee Wook Kim, Min Soo Byun, Dahyun Yi, Min Jung Kim, Joon Hyung Jung, Nayeong Kong, Gijung Jung, Hyejin Ahn, Jun-Young Lee, Koung Mi Kang, Chul-Ho Sohn, Yun-Sang Lee, Yu Kyeong Kim, and Dong Young Lee
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ADIPONECTIN ,ALZHEIMER'S disease prevention ,NEURODEGENERATION - Abstract
High blood adiponectin has been associated with Alzheimer's disease (AD) dementia and related cognitive decline. We aimed to investigate the association between serum adiponectin level and in vivo AD pathologies. Cross-sectional and longitudinal study designs for the data of the Korean Brain Aging Study for Early Diagnosis and Prediction of Alzheimer's Disease, an ongoing prospective cohort study that began in 2014. A total of 283 cognitively normal older adults between 55 and 90 years of age were included in community and memory clinic setting. Participants underwent comprehensive clinical assessments, measurement of serum adiponectin level, and multimodal brain imaging, including Pittsburgh compound-B positron emission tomography (PET), AV-1451 PET, fluorodeoxyglucose (FDG)-PET, and MRI at baseline and 2-year follow-up. Serum adiponectin level was positively associated with global beta-amyloid protein (Aβ) retention and change therein over 2 years, but not with other AD neuroimaging markers including tau deposition, AD-related neurodegeneration, and white matter hyperintensities. Blood adiponectin level is associated with increased brain amyloid deposition, which suggests that adiponectin may be a potential target for therapeutic and preventive strategies against AD. [ABSTRACT FROM AUTHOR]
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- 2023
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37. Enlarged perivascular spaces are associated with decreased brain tau deposition
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Koung Mi, Kang, Min Soo, Byun, Dahyun, Yi, Kyung Hoon, Lee, Min Jung, Kim, Hyejin, Ahn, Gijung, Jung, Jun-Young, Lee, Yu Kyeong, Kim, Yun-Sang, Lee, Chul-Ho, Sohn, and Dong Young, Lee
- Abstract
Background The drainage of interstitial fluid into the perivascular spaces is recognized as an important clearance pathway for waste from the brain. Nevertheless, the relationship between enlarged perivascular spaces (EPVS) and the key protein pathologies of Alzheimer’s disease, that is, beta-amyloid (Aβ) and tau deposition, has not been clearly understood. We aimed to investigate the associations of EPVS in the BG and CSO with Aβ and tau deposition in older adults with a diverse cognitive spectrum. Methods A total of 163 (68 cognitively normal and 95 cognitively impaired) older participants underwent clinical assessment, [11C] Pittsburgh Compound B and [18F] AV-1451 PET, and MRI. EPVS in the BG and CSO were rated using a validated visual rating scale and categorized as low or high degree. Other small vessel disease markers, such as white matter hyperintensities, lacunes, and deep and lobar microbleeds, were also assessed. Results Increased EPVS in the BG showed a significant association with lower cerebral tau deposition, even after controlling for other small vessel disease markers. Further exploratory analyses showed that this association was significant in cognitively impaired, Aβ-positive, or APOE4-positive individuals, but not significant in the cognitively normal, Aβ-negative, or APOE4-negative participants. In contrast to EPVS in the BG, EPVS in the CSO did not have any relationship with cerebral tau deposition. In addition, none of the two types of EPVS were associated with cerebral Aβ deposition. Conclusion Brain tau deposition appears to be reduced with increased EPVS in the BG, especially in individuals with cognitive impairment, pathological amyloid burden, or genetic Alzheimer’s disease risk.
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- 2022
38. Differentiation between glioblastoma and primary CNS lymphoma: application of DCE-MRI parameters based on arterial input function obtained from DSC-MRI
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Koung Mi Kang, Joo Ho Lee, Ji Hoon Kim, Seung Hong Choi, Roh-Eul Yoo, Chul-Ho Sohn, Park Chul-Kee, Soon-Tae Lee, Tae Min Kim, Sung Hye Park, Inpyeong Hwang, and Tae Jin Yun
- Subjects
medicine.medical_specialty ,Intraclass correlation ,Contrast Media ,Perfusion scanning ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Primary CNS Lymphoma ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Arterial input function ,Retrospective Studies ,Neuroradiology ,medicine.diagnostic_test ,Receiver operating characteristic ,Brain Neoplasms ,business.industry ,Lymphoma, Non-Hodgkin ,Reproducibility of Results ,Magnetic resonance imaging ,General Medicine ,medicine.disease ,Magnetic Resonance Imaging ,030220 oncology & carcinogenesis ,Radiology ,Glioblastoma ,business - Abstract
This study aimed to evaluate whether arterial input functions (AIFs) obtained from dynamic susceptibility contrast (DSC)–MRI (AIFDSC) improve the reliability and diagnostic accuracy of dynamic contrast–enhanced (DCE)–derived pharmacokinetic (PK) parameters for differentiating glioblastoma from primary CNS lymphoma (PCNSL) compared with AIFs derived from DCE-MRI (AIFDCE). This retrospective study included 172 patients with glioblastoma (n = 147) and PCNSL (n = 25). All patients had undergone preoperative DSC- and DCE-MRI. The volume transfer constant (Ktrans), volume of the vascular plasma space (vp), and volume of the extravascular extracellular space (ve) were acquired using AIFDSC and AIFDCE. The relative cerebral blood volume (rCBV) was obtained from DSC-MRI. Intraclass correlation coefficients (ICC) and ROC curves were used to assess the reliability and diagnostic accuracy of individual parameters. The mean Ktrans, vp, and ve values revealed better ICCs with AIFDSC than with AIFDCE (Ktrans, 0.911 vs 0.355; vp, 0.766 vs 0.503; ve, 0.758 vs 0.657, respectively). For differentiating all glioblastomas from PCNSL, the mean rCBV (AUC = 0.856) was more accurate than the AIFDSC-driven mean Ktrans, which had the largest AUC (0.711) among the DCE-derived parameters (p = 0.02). However, for glioblastomas with low rCBV (≤ 75th percentile of PCNSL; n = 30), the AIFDSC-driven mean Ktrans and vp were more accurate than rCBV (AUC: Ktrans, 0.807 vs rCBV, 0.515, p = 0.004; vp, 0.715 vs rCBV, p = 0.045). DCE-derived PK parameters using the AIFDSC showed improved reliability and diagnostic accuracy for differentiating glioblastoma with low rCBV from PCNSL. • An accurate differential diagnosis of glioblastoma and PCNSL is crucial because of different therapeutic strategies. • In contrast to the rCBV from DSC-MRI, another perfusion imaging technique, the DCE parameters for the differential diagnosis have been limited because of the low reliability of AIFs from DCE-MRI. • When we analyzed DCE-MRI data using AIFs from DSC-MRI (AIFDSC), AIFDSC-driven DCE parameters showed improved reliability and better diagnostic accuracy than rCBV for differentiating glioblastoma with low rCBV from PCNSL.
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- 2021
39. MGMT Promoter Methylation Status in Initial and Recurrent Glioblastoma: Correlation Study with DWI and DSC PWI Features
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Seung Hong Choi, Chul-Kee Park, Roh-Eul Yoo, Hyuck Jae Choi, Sung Hye You, Koung Mi Kang, Tae Jin Yun, Chul-Ho Sohn, Sung Hye Park, and Ji Hoon Kim
- Subjects
Oncology ,medicine.medical_specialty ,Methyltransferase ,Receiver operating characteristic ,business.industry ,Adult Brain ,Standard treatment ,Methylation ,030218 nuclear medicine & medical imaging ,Correlation ,03 medical and health sciences ,0302 clinical medicine ,Text mining ,Internal medicine ,medicine ,Mann–Whitney U test ,Radiology, Nuclear Medicine and imaging ,Neurology (clinical) ,Analysis of variance ,business ,neoplasms ,030217 neurology & neurosurgery - Abstract
BACKGROUND AND PURPOSE: O(6)-methylguanine-DNA methyltransferase (MGMT) promoter methylation status in primary and recurrent glioblastoma may change during treatment. The purpose of this study was to correlate MGMT promoter methylation status changes with DWI and DSC PWI features in patients with recurrent glioblastoma after standard treatment. MATERIALS AND METHODS: Between January 2008 and November 2016, forty patients with histologically confirmed recurrent glioblastoma were enrolled. Patients were divided into 3 groups according to the MGMT promoter methylation status for the initial and recurrent tumors: 2 groups whose MGMT promoter methylation status remained, group methylated (n = 13) or group unmethylated (n = 18), and 1 group whose MGMT promoter methylation status changed from methylated to unmethylated (n = 9). Normalized ADC and normalized relative CBV values were obtained from both the enhancing and nonenhancing regions, from which histogram parameters were calculated. The ANOVA and the Kruskal-Wallis test followed by post hoc tests were performed to compare histogram parameters among the 3 groups. The t test and Mann-Whitney U test were used to compare parameters between group methylated and group methylated to unmethylated. Receiver operating characteristic curve analysis was used to measure the predictive performance of the normalized relative CBV values between the 2 groups. RESULTS: Group methylated to unmethylated showed significantly higher means and 90th and 95th percentiles of the cumulative normalized relative CBV values of the nonenhancing region of the initial tumor than group methylated and group unmethylated (all P < .05). The mean normalized relative CBV value of the nonenhancing region of the initial tumor was the best predictor of methylation status change (P < .001), with a sensitivity of 77.78% and specificity of 92.31% at a cutoff value of 2.594. CONCLUSIONS: MGMT promoter methylation status might change in recurrent glioblastoma after standard treatment. The normalized relative CBV values of the nonenhancing region at the first preoperative MR imaging were higher in the MGMT promoter methylation change group from methylation to unmethylation in recurrent glioblastoma.
- Published
- 2021
40. Low Ankle-Brachial Index Relates to Alzheimer-Signature Neurodegeneration in Cognitively Impaired Older Adults
- Author
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Seok Woo Moon, Min Soo Byun, Dahyun Yi, Min Jung Kim, Joon Hyung Jung, Nayeong Kong, Gijung Jung, Hyejin Ahn, Jun-Young Lee, Koung Mi Kang, Chul-Ho Sohn, Yu Kyeong Kim, and Dong Young Lee
- Abstract
BackgroundAnkle-brachial index (ABI), an indicator of atherosclerosis or arterial stiffness, has been associated with Alzheimer’s disease (AD) dementia and related cognitive impairment. Nevertheless, only limited information is yet available for its contribution to brain alterations related to cognitive decline in late-life. We aimed to investigate the relationship of ABI with in vivo AD pathologies and cerebrovascular injury in cognitively impaired older adults.MethodsTotal 127 cognitively impaired (70 mild cognitive impairment and 57 AD dementia) individuals, who participated in an ongoing prospective cohort study, were included. All participants underwent comprehensive clinical and neuropsychological assessment, ABI measurement, apolipoprotein E (APOE) ε4 genotyping, and multi-modal brain imaging including [11C] Pittsburgh Compound B (PiB)-positron emission tomography (PET) and [18F] fludeoxyglucose (FDG)-PET, and MRI.ResultsGeneral linear model analysis showed significant relationship between ABI strata (low ABI: < 1.00, normal ABI: 1.00–1.29, and high ABI: ≥ 1.30) and AD-signature region cerebral glucose metabolism (AD-CM), even after controlling age, sex, clinical dementia rating–sum of box (CDR-SOB), and APOE ε4 positivity (p = 0.029). Post hoc comparison revealed that low ABI had significantly lower AD-CM than middle and high ABI, while no difference of AD-CM was found between middle and high ABI. There was no significant difference of global Aβ deposition, AD-signature region cortical thickness, and white matter hyperintensity volume between the three ABI strata.ConclusionOur findings suggest that lower ABI, probably related to atherosclerosis, may contribute to the aggravation of AD-related regional neurodegeneration in cognitively impaired older adults.
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- 2022
41. Validation of Ultrasound Risk Stratification Systems for Cervical Lymph Node Metastasis in Patients with Thyroid Cancer
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Ji Ye Lee, Roh-Eul Yoo, Jung Hyo Rhim, Kyung Hoon Lee, Kyu Sung Choi, Inpyeong Hwang, Koung Mi Kang, and Ji-hoon Kim
- Subjects
Cancer Research ,Oncology ,lymph nodes ,risk ,thyroid cancer ,ultrasonography - Abstract
A malignancy risk stratification system (RSS) for cervical lymph nodes (LNs) has not been fully established. This study aimed to validate the current RSS for the diagnosis of cervical LN metastasis in thyroid cancer. In total, 346 LNs from 282 consecutive patients between December 2006 and June 2015 were included. We determined the malignancy risk of each ultrasound (US) feature and performed univariable and multivariable logistic regression analyses. Each risk category from the Korean Society of Thyroid Radiology (KSThR) and the European Thyroid Association (ETA) was applied to calculate malignancy risks. The effects of size, number of suspicious features, and primary tumor characteristics were analyzed to refine the current RSS. Suspicious features including echogenic foci, cystic change, hyperechogenicity, and abnormal vascularity were independently predictive of malignancy (p ≤ 0.045). The malignancy risks of probably benign, indeterminate, and suspicious categories were 2.2–2.5%, 26.8–29.0%, and 85.8–87.4%, respectively, according to the KSThR and ETA criteria. According to the ETA criteria, 15.1% of LNs were unclassifiable. In indeterminate LNs, multiplicity of the primary tumor was significantly associated with malignancy (odds ratio, 6.53; p = 0.004). We refined the KSThR system and proposed a US RSS for LNs in patients with thyroid cancer.
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- 2022
42. Synthetic <scp>MRI</scp> : Technologies and Applications in Neuroradiology
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Dongjin Yang, Sooyeon Ji, Seung Hong Choi, Koung Mi Kang, Hyeonjin Kim, and Jongho Lee
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Relaxometry ,Image quality ,Computer science ,business.industry ,Diagnostic accuracy ,Pattern recognition ,Magnetic Resonance Imaging ,030218 nuclear medicine & medical imaging ,Image synthesis ,03 medical and health sciences ,0302 clinical medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Artificial intelligence ,Proton density ,business ,Neuroradiology - Abstract
Synthetic MRI is a technique that synthesizes contrast-weighted images from multicontrast MRI data. There have been advances in synthetic MRI since the technique was introduced. Although a number of synthetic MRI methods have been developed for quantifying one or more relaxometric parameters and for generating multiple contrast-weighted images, this review focuses on several methods that quantify all three relaxometric parameters (T1 , T2 , and proton density) and produce multiple contrast-weighted images. Acquisition, quantification, and image synthesis techniques are discussed for each method. We discuss the image quality and diagnostic accuracy of synthetic MRI methods and their clinical applications in neuroradiology. Based on this analysis, we highlight areas that need to be addressed for synthetic MRI to be widely implemented in the clinic. LEVEL OF EVIDENCE: 5 TECHNICAL EFFICACY STAGE: 1.
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- 2020
43. Genetic associations of in vivo pathology influence Alzheimer’s disease susceptibility
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So Yeon Jeon, Jong-Chan Park, Koung Mi Kang, Chul-Ho Sohn, Jieun Seo, Seong A. Shin, Gijung Jung, Jun Ho Lee, Jayoung Byun, Dahyun Yi, Inhee Mook-Jung, Min Soo Byun, Dong Young Lee, Yu Kyeong Kim, Sun-Ho Han, and Murim Choi
- Subjects
0301 basic medicine ,Apolipoprotein E ,Adult ,In vivo AD pathologies ,Cognitive Neuroscience ,Neuroimaging ,Bioinformatics ,lcsh:RC346-429 ,lcsh:RC321-571 ,03 medical and health sciences ,0302 clinical medicine ,Alzheimer Disease ,Medicine ,Dementia ,Humans ,Cognitive Dysfunction ,Allele frequency ,lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry ,lcsh:Neurology. Diseases of the nervous system ,Genetic association ,Targeted panel sequencing ,Amyloid beta-Peptides ,business.industry ,Research ,Brain morphometry ,Neurodegeneration ,Brain ,medicine.disease ,030104 developmental biology ,PET ,Neurology ,Posterior cingulate ,Positron-Emission Tomography ,Argonaute Proteins ,Neurology (clinical) ,Disease Susceptibility ,business ,Alzheimer’s disease ,030217 neurology & neurosurgery ,MRI - Abstract
Introduction Although the heritability of sporadic Alzheimer’s disease (AD) is estimated to be 60–80%, addressing the genetic contribution to AD risk still remains elusive. More specifically, it remains unclear whether genetic variants are able to affect neurodegenerative brain features that can be addressed by in vivo imaging techniques. Methods Targeted sequencing analysis of the coding and UTR regions of 132 AD susceptibility genes was performed. Neuroimaging data using 11C-Pittsburgh Compound B positron emission tomography (PET), 18F-fluorodeoxyglucose PET, and MRI that are available from the KBASE (Korean Brain Aging Study for Early Diagnosis and Prediction of Alzheimer’s disease) cohort were acquired. A total of 557 participants consisted of 336 cognitively normal (CN) adults, 137 mild cognitive impairment (MCI), and 84 AD dementia (ADD) groups. Results We called 5391 high-quality single nucleotide variants (SNVs) on AD susceptibility genes and selected significant associations between variants and five in vivo AD pathologies: (1) amyloid β (Aβ) deposition, (2) AD-signature region cerebral glucose metabolism (AD-Cm), (3) posterior cingulate cortex (PCC) cerebral glucose metabolism (PCC-Cm), (4) AD-signature region cortical thickness (AD-Ct), and (5) hippocampal volume (Hv). The association analysis for common variants (allele frequency (AF) > 0.05) yielded several novel loci associated with Aβ deposition (PIWIL1-rs10848087), AD-Cm (NME8-rs2722372 and PSEN2-rs75733498), AD-Ct (PSEN1-rs7523) and, Hv (CASS4-rs3746625). Meanwhile, in a gene-based analysis for rare variants (AF LPL, FERMT2, NFAT5, DSG2, and ITPR1 displayed associations with the neuroimaging features. Exploratory voxel-based brain morphometry between the variant carriers and non-carriers was performed subsequently. Finally, we document a strong association of previously reported APOE variants with the in vivo AD pathologies and demonstrate that the variants exert a causal effect on AD susceptibility via neuroimaging features. Conclusions This study provides novel associations of genetic factors to Aβ accumulation and AD-related neurodegeneration to influence AD susceptibility.
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- 2020
44. Serum albumin and beta-amyloid deposition in the human brain
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So Yeon Jeon, Seong A. Shin, Dong Young Lee, Byun Min Soo, Chul-Ho Sohn, Koung Mi Kang, Bo Kyung Sohn, Jee Wook Kim, Jun-Young Lee, Dahyun Yi, Yu Kyeong Kim, and Jun Ho Lee
- Subjects
Male ,0301 basic medicine ,Amyloid ,medicine.medical_specialty ,Serum albumin ,Article ,03 medical and health sciences ,0302 clinical medicine ,Alzheimer Disease ,Fluorodeoxyglucose F18 ,Internal medicine ,medicine ,Humans ,Dementia ,Serum Albumin ,Aged ,Aged, 80 and over ,Amyloid beta-Peptides ,biology ,business.industry ,Albumin ,Brain ,Amyloidosis ,Odds ratio ,Human brain ,Middle Aged ,medicine.disease ,Hyperintensity ,Confidence interval ,030104 developmental biology ,medicine.anatomical_structure ,Endocrinology ,Positron-Emission Tomography ,biology.protein ,Female ,Neurology (clinical) ,Alzheimer's disease ,business ,030217 neurology & neurosurgery - Abstract
ObjectivesTo investigate the relationships of serum albumin with in vivo Alzheimer disease (AD) pathologies, including cerebral β-amyloid (Aβ) protein deposition, neurodegeneration of AD-signature regions, and cerebral white matter hyperintensities (WMH), in the human brain.MethodsA total of 396 older adults without dementia underwent comprehensive clinical assessments, measurement of serum albumin level, and multimodal brain imaging, including [11C] Pittsburgh compound B-PET,18F-fluorodeoxyglucose-PET, and MRI. Serum albumin was categorized as follows: 4.5 g/dL (high albumin; used as a reference category). Aβ positivity, AD-signature region cerebral glucose metabolism (AD-CM), AD-signature region cortical thickness (AD-CT), and WMH volume were used as outcome measures.ResultsSerum albumin level (as a continuous variable) was inversely associated with Aβ deposition and Aβ positivity. The low albumin group showed a significantly higher Aβ positivity rate compared to the high albumin group (odds ratio 3.40, 95% confidence interval 1.67–6.92,p= 0.001), while the middle albumin group showed no difference (odds ratio 1.74, 95% confidence interval 0.80–3.77,p= 0.162). Neither serum albumin level (as a continuous variable) nor albumin categories were related to AD-CM, AD-CT, or WMH volume.ConclusionsLow serum albumin may increase the risk of AD dementia by elevating amyloid accumulation. In terms of AD prevention, more attention needs to be paid to avoid a low serum albumin level, even within the clinical normal range, by clinicians.
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- 2020
45. Prediction of Amyloid Positivity in Mild Cognitive Impairment Using Fully Automated Brain Segmentation Software
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Younghwa Lee, Koung Mi Kang, Tae Jin Yun, Jun Ho Lee, Bo Kyung Sohn, Dahyun Yi, Roh-Eul Yoo, Ji Hoon Kim, Dong Young Lee, Jun-Young Lee, Seung Hong Choi, Chul-Ho Sohn, Yu Kyeong Kim, and Min Soo Byun
- Subjects
medicine.medical_specialty ,Multivariate analysis ,medicine.diagnostic_test ,Receiver operating characteristic ,business.industry ,Magnetic resonance imaging ,Logistic regression ,medicine.disease ,030227 psychiatry ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,mental disorders ,Cardiology ,Medicine ,Dementia ,Brain segmentation ,business ,Cognitive impairment ,Prospective cohort study ,030217 neurology & neurosurgery - Abstract
Objective To assess the predictive ability of regional volume information provided by fully automated brain segmentation software for cerebral amyloid positivity in mild cognitive impairment (MCI). Methods This study included 130 subjects with amnestic MCI who participated in the Korean brain aging study of early diagnosis and prediction of Alzheimer's disease, an ongoing prospective cohort. All participants underwent comprehensive clinical assessment as well as 11C-labeled Pittsburgh compound PET/MRI scans. The predictive ability of volumetric results provided by automated brain segmentation software was evaluated using binary logistic regression and receiver operating characteristic curve analysis. Results Subjects were divided into two groups: one with Aβ deposition (58 subjects) and one without Aβ deposition (72 subjects). Among the varied volumetric information provided, the hippocampal volume percentage of intracranial volume (%HC/ICV), normative percentiles of hippocampal volume (HCnorm), and gray matter volume were associated with amyloid-β (Aβ) positivity (all P < 0.01). Multivariate analyses revealed that both %HC/ICV and HCnorm were independent significant predictors of Aβ positivity (all P < 0.001). In addition, prediction scores derived from %HC/ICV with age and HCnorm showed moderate accuracy in predicting Aβ positivity in MCI subjects (the areas under the curve: 0.739 and 0.723, respectively). Conclusion Relative hippocampal volume measures provided by automated brain segmentation software can be useful for screening cerebral Aβ positivity in clinical practice for patients with amnestic MCI. The information may also help clinicians interpret structural MRI to predict outcomes and determine early intervention for delaying the progression to Alzheimer's disease dementia.
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- 2020
46. Neuroticism, conscientiousness, and in vivo Alzheimer pathologies measured by amyloid PET and MRI
- Author
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Seong A. Shin, Yu Kyeong Kim, Koung Mi Kang, Dong Young Lee, Jun-Young Lee, So Yeon Jeon, Chul-Ho Sohn, Gi Jung Jung, Younghwa Lee, Dahyun Yi, Jun Ho Lee, Min Soo Byun, Joon Hyung Jung, and Bo Kyung Sohn
- Subjects
Male ,Aging ,Personality Inventory ,media_common.quotation_subject ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Alzheimer Disease ,Risk Factors ,mental disorders ,Humans ,Personality ,Medicine ,Cognitive Dysfunction ,Cognitive decline ,Big Five personality traits ,Aged ,media_common ,Aged, 80 and over ,Cerebral Cortex ,Neuroticism ,Amyloid beta-Peptides ,Aniline Compounds ,business.industry ,General Neuroscience ,Neuropsychology ,Conscientiousness ,General Medicine ,Middle Aged ,Magnetic Resonance Imaging ,White Matter ,Hyperintensity ,030227 psychiatry ,Thiazoles ,Psychiatry and Mental health ,Neurology ,chemistry ,Positron-Emission Tomography ,Female ,Neurology (clinical) ,business ,Pittsburgh compound B ,030217 neurology & neurosurgery ,Clinical psychology - Abstract
Aim It has been suggested that personality traits, particularly neuroticism and conscientiousness, are risk factors for Alzheimer's disease (AD) and related cognitive decline. However, the underlying pathological links between personality traits and AD-related cognitive impairments remain unclear. Thus, the present study investigated associations of neuroticism and conscientiousness with in vivo cerebral amyloid-beta (Aβ) burden, AD-signature regional neurodegeneration, and white matter hyperintensities (WMH) in non-demented middle- and old-aged adults. Methods A total of 397 non-demented participants underwent comprehensive clinical and neuropsychological assessments, 11 C-labeled Pittsburgh Compound B positron emission tomography, and magnetic resonance imaging. Additionally, the NEO Five-Factor Inventory was administered to both the participants and their informants to measure neuroticism and conscientiousness. Results Neither neuroticism nor conscientiousness was associated with cerebral Aβ deposition or WMH. In contrast, higher neuroticism and lower conscientiousness, reported by informants in particular, were significantly associated with reduced AD-signature region cortical thickness. In regards to the direct and indirect effect of each personality on AD-signature region cortical thickness, only the direct effects were found, whereas indirect effects via Aβ deposition or WMH were not. Conclusion The present findings suggest that amyloid-independent regional neurodegeneration might underlie relations of neuroticism and conscientiousness with AD.
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- 2020
47. Stenosis Detection From Time-of-Flight Magnetic Resonance Angiography via Deep Learning 3D Squeeze and Excitation Residual Networks
- Author
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Chul-Ho Sohn, Mohammed A. Al-masni, Koung Mi Kang, Hunjin Chung, Yoonho Nam, Donghyun Kim, and Kanghyun Ryu
- Subjects
medicine.medical_specialty ,General Computer Science ,internal carotid artery ,Residual ,Magnetic resonance angiography ,residual networks ,medicine.artery ,medicine ,General Materials Science ,medicine.diagnostic_test ,business.industry ,magnetic resonance angiography ,Deep learning ,General Engineering ,Area under the curve ,deep learning ,Intracranial Artery ,medicine.disease ,Stenosis detection ,Stenosis ,medicine.anatomical_structure ,squeeze and excitation ,lcsh:Electrical engineering. Electronics. Nuclear engineering ,Radiology ,Artificial intelligence ,Internal carotid artery ,business ,lcsh:TK1-9971 ,Artery - Abstract
Intracranial artery stenosis is an important public health concern internationally, due to it being one of the major causes of ischemic stroke. In this study, we aim to provide a computer-aided diagnosis algorithm capable of automatically distinguishing between Internal Carotid Artery (ICA) stenosis and normal to minimize the labor-intensiveness of stenosis detection. Using Time-of-Flight Magnetic Resonance Angiography (TOF-MRA), a novel deep learning detection model via 3D Squeeze and Excitation Residual Networks (SE-ResNet) is proposed. Pre-processing of TOF-MRA, data augmentation, training of 3D SE-ResNet, and testing using patch-based and patient-based methods with cross-validation is described. The proposed network using a database consisting of 50 normal cases (ICA-N) and 41 stenosis cases (ICA-S) with grade level of above 30% was evaluated. All 41 ICA-S cases were categorized according to the diameter (D_stenosis) of the artery at the site of the most severe stenosis by expert radiologists, whereas percent stenosis was measured by Warfarin-Aspirin Symptomatic Intracranial Disease (WASID) method. The proposed 3D SE-ResNet was further compared with more conventional networks including 3D ResNet and 3D VGG. The results showed the capability to detect stenosis achieving overall Area Under the Curve (AUC) and accuracies of 0.947 and 91.0% for patch-based and 0.884 and 81.0% for patient-based testing, respectively. In addition, the proposed 3D SE-ResNet achieved better performance against conventional 3D ResNet and 3D VGG with improvement rates of 0.053 and 0.095 for patch-based and 0.053 and 0.065 for patient-based testing in terms of AUC, respectively.
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- 2020
48. Preservation of language function by mapping the arcuate fasciculus using intraoperative corticocortical evoked potential under general anesthesia in glioma surgery
- Author
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Kyung Min Kim, Sung-Min Kim, Ho Kang, So Young Ji, Yun-Sik Dho, Young-Doo Choi, Gil Ho Kwak, Bo Eun Kim, Hyongmin Oh, Hee-Pyoung Park, Koung Mi Kang, Seung Hong Choi, Young Nam Kwon, Soon-Tae Lee, Han Gil Seo, and Chul-Kee Park
- Subjects
General Medicine - Abstract
OBJECTIVE Intraoperative language mapping under general anesthesia is imperative for brain tumor surgery because awake surgery is not always feasible. Monitoring corticocortical evoked potential (CCEP) is known to be a useful method for tracking neuronal connectivity and localizing functional areas. The authors evaluated the clinical benefit of intraoperative CCEP monitoring for language function preservation in patients undergoing glioma surgery. METHODS Between January 2019 and June 2021, the authors performed a total of 29 consecutive glioma surgeries using CCEP monitoring under general anesthesia because of a risk of speech impairment; these were analyzed. Language area mapping was implemented by the anterior language area to posterior language area CCEP method for arcuate fasciculus mapping, and tumor resection was performed while avoiding the localized language areas. Language function before and after surgery was evaluated by the Controlled Oral Word Association Test (COWAT). RESULTS Intraoperative CCEP was successfully monitored in 25 patients (86.2%), and a valid signal was undetectable in the other 4 patients. Language function evaluation was possible before and after surgery in a total of 20 patients. Overall, the preservation rate of language function was 65.0%, and the deterioration rate was 35.0% after tumor resection with CCEP monitoring. Among those 8 patients with preoperative COWAT scores ≥ 18, 5 patients (62.5%) successfully preserved their language function, with COWAT scores > 18 after tumor resection. Among the 12 patients with preoperative deteriorated language function (COWAT score < 18), 8 patients (66.7%) showed improvement or preserved language function after surgery. CONCLUSIONS Intraoperative CCEP monitoring of the arcuate fasciculus is an acceptable technology for the preservation of language function under general anesthesia in glioma surgery in patients in whom awake surgery is not feasible.
- Published
- 2021
49. Partner bereavement and brain pathologies: a propensity score matching study
- Author
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Yu Kyeong Kim, Dong Young Lee, Jee Wook Kim, Jun-Ho Lee, Min Jung Kim, Yun Sang Lee, Koung Mi Kang, Dahyun Yi, Chul-Ho Sohn, Gijung Jung, Jun-Young Lee, and Min Soo Byun
- Subjects
business.industry ,Propensity score matching ,Medicine ,business ,Brain pathologies ,behavioral disciplines and activities ,Clinical psychology - Abstract
Background: Partner bereavement is one of life’s greatest stresses and has been suggested to trigger or accelerate cognitive decline and dementia. However, little information is available about potential brain pathologies underlying the association between partner bereavement and cognitive decline. Aims: We aimed to test the hypothesis that lifetime partner bereavement is associated with in vivo human brain pathologies underlying cognitive decline. Method: A total of 319 ever-married older adults between 61 and 90 years of age underwent comprehensive clinical assessments and multimodal brain imaging including [11C] Pittsburgh compound B-positron emission tomography (PET), AV-1451 PET, [18F] fluorodeoxyglucose (FDG)-PET, and magnetic resonance imaging. Results: Participants were classified as experiencing no partner bereavement or partner bereavement, and comparisons using propensity score matching (59 cases and 59 controls) were performed. Partner bereavement was significantly associated with higher cerebral white matter hyperintensities (WMH) volume compared to no partner bereavement. Interactions and subsequent subgroup analyses showed that partner bereavement was significantly associated with higher WMH in the older (>75 years) subgroup and among those with no- or low-skill occupations. In addition, partner bereavement at 60 years or over affect WMH volume compared to no partner bereavement, whereas partner bereavement at 60 years did not. No group differences were observed in other brain pathologies between partner bereavement categories. Conclusions: The findings suggest that the partner bereavement may contribute to dementia or cognitive decline by increasing cerebrovascular injury, particularly in older individuals and those with no- or low-skill occupations.
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- 2021
50. Prediction of hemorrhagic complications after ultrasound-guided biopsy of the thyroid and neck
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Ji Ye Lee, Ji-hoon Kim, Hyun-Ah Chung, Soo Jin Nam, Inpyeong Hwang, Roh-Eul Yoo, Eung Koo Yeon, Koung Mi Kang, Tae Jin Yun, Seung Hong Choi, and Chul-Ho Sohn
- Subjects
Adult ,Aged, 80 and over ,Image-Guided Biopsy ,Male ,Chest Pain ,Hemorrhage ,General Medicine ,Middle Aged ,Young Adult ,Humans ,Radiology, Nuclear Medicine and imaging ,Female ,Thyroid Nodule ,Ultrasonography, Interventional ,Aged ,Retrospective Studies - Abstract
Hemorrhage occasionally occurs after ultrasound (US)-guided biopsy of the thyroid and neck and sometimes leads to serious complications. We aimed to identify predictors of hemorrhagic complications after US-guided biopsy of the thyroid and neck.In this retrospective study, we analyzed consecutive patients who underwent US-guided biopsy from April 2020 to November 2020. Procedure characteristics, US features, and peri- and post-procedural patient symptoms and signs were compared between patients with and without post-biopsy hemorrhage. Associations between clinical and imaging variables and post-biopsy hemorrhage were analyzed using univariate and multivariate regression analyses.A total of 305 patients who underwent US-guided biopsy of the thyroid and neck were included (219 women, 86 men; age range, 20-89 years). Seventeen (5.7%) cases of post-biopsy hemorrhage were detected 30 min after biopsy and manual compression. Among them, 10 developed hemorrhage at 30 min without immediate hemorrhage. In the multivariate analysis, a high tenderness score on the visual analog scale (VAS) at 30 min after biopsy (odds ratio [OR] 5.05, p .001) was identified as an independent predictor of post-biopsy hemorrhage. In patients with hemorrhage at 30 min, tenderness scores significantly increased over 30 min of observation.High tenderness scores at 30 min after biopsy and manual compression were independent predictors of hemorrhage after US-guided biopsy of the thyroid and neck. The tenderness score could serve as a valuable marker to triage patients who require further observation and management after a US-guided biopsy of the thyroid and neck.• High tenderness scores at 30 min after compression were associated with the presence of delayed post-biopsy hemorrhage at 30 min. • Patients with hemorrhage at 30 min demonstrated a significant increase in tenderness scores over time. • High tenderness scores after biopsy site compression predicted the presence of delayed post-biopsy hemorrhage in the thyroid and neck.
- Published
- 2021
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