• 제목/요약/키워드: Alzheimer's disease(AD)

검색결과 435건 처리시간 0.028초

Identification of Combined Biomarker for Predicting Alzheimer's Disease Using Machine Learning

  • Ki-Yeol Kim
    • 생물정신의학
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    • 제30권1호
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    • pp.24-30
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    • 2023
  • Objectives Alzheimer's disease (AD) is the most common form of dementia in older adults, damaging the brain and resulting in impaired memory, thinking, and behavior. The identification of differentially expressed genes and related pathways among affected brain regions can provide more information on the mechanisms of AD. The aim of our study was to identify differentially expressed genes associated with AD and combined biomarkers among them to improve AD risk prediction accuracy. Methods Machine learning methods were used to compare the performance of the identified combined biomarkers. In this study, three publicly available gene expression datasets from the hippocampal brain region were used. Results We detected 31 significant common genes from two different microarray datasets using the limma package. Some of them belonged to 11 biological pathways. Combined biomarkers were identified in two microarray datasets and were evaluated in a different dataset. The performance of the predictive models using the combined biomarkers was superior to those of models using a single gene. When two genes were combined, the most predictive gene set in the evaluation dataset was ATR and PRKCB when linear discriminant analysis was applied. Conclusions Combined biomarkers showed good performance in predicting the risk of AD. The constructed predictive nomogram using combined biomarkers could easily be used by clinicians to identify high-risk individuals so that more efficient trials could be designed to reduce the incidence of AD.

Associations between Brain Perfusion and Sleep Disturbance in Patients with Alzheimer's Disease

  • Im, Jooyeon J.;Jeong, Hyeonseok S.;Park, Jong-Sik;Na, Seung-Hee;Chung, Yong-An;Yang, YoungSoon;Song, In-Uk
    • 대한치매학회지
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    • 제16권3호
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    • pp.72-77
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    • 2017
  • Background and Purpose Although sleep disturbances are common and considered a major burden for patients with Alzheimer's disease (AD), the fundamental mechanisms underlying the development and maintenance of sleep disturbance in AD patients have yet to be elucidated. The aim of this study was to examine the correlation between regional cerebral blood flow (rCBF) and sleep disturbance in AD patients using technetium-99m hexamethylpropylene amine oxime single-photon emission computed tomography (SPECT). Methods A total of 140 AD patients were included in this cross-sectional study. Seventy patients were assigned to the AD with sleep loss (SL) group and the rest were assigned to the AD without SL group. SL was measured using the sleep subscale of the Neuropsychiatric Inventory. A whole-brain voxel-wise analysis of brain SPECT data was conducted to compare the rCBF between the two groups. Results The two groups did not differ in demographic characteristics, severity of dementia, general cognitive function, and neuropsychiatric symptoms, with the exception of sleep disturbances. The SPECT imaging analysis displayed decreased perfusion in the bilateral inferior frontal gyrus, bilateral temporal pole, and right precentral gyrus in the AD patients with SL group compared with the AD patients without SL group. It also revealed increased perfusion in the right precuneus, right occipital pole, and left middle occipital gyrus in the AD with SL group compared with the AD without SL group. Conclusions The AD patients who experienced sleep disturbance had notably decreased perfusion in the frontal and temporal lobes and increased rCBF in the parietal and occipital regions. The findings of this study suggest that functional alterations in these brain areas may be the underlying neural correlates of sleep disturbance in AD patients.

Insulin resistance and Alzheimer's disease

  • De La Monte, Suzanne M.
    • BMB Reports
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    • 제42권8호
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    • pp.475-481
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    • 2009
  • Emerging data demonstrate pivotal roles for brain insulin resistance and insulin deficiency as mediators of cognitive impairment and neurodegeneration, particularly Alzheimer's disease (AD). Insulin and insulin-like growth factors (IGFs) regulate neuronal survival, energy metabolism, and plasticity, which are required for learning and memory. Hence, endogenous brain-specific impairments in insulin and IGF signaling account for the majority of AD-associated abnormalities. However, a second major mechanism of cognitive impairment has been linked to obesity and Type 2 diabetes (T2DM). Human and experimental animal studies revealed that neurodegeneration associated with peripheral insulin resistance is likely effectuated via a liver-brain axis whereby toxic lipids, including ceramides, cross the blood brain barrier and cause brain insulin resistance, oxidative stress, neuro-inflammation, and cell death. In essence, there are dual mechanisms of brain insulin resistance leading to AD-type neurodegeneration: one mediated by endogenous, CNS factors; and the other, peripheral insulin resistance with excess cytotoxic ceramide production.

독활지황탕(獨活地黃湯)이 ${\beta}A$로 유도된 Alzheimer's Disease 병태 모델에 미치는 영향 (The Effects of Dokhwaljihwang-tang(Duhuodihuangtang) on the Alzheimer's Disease Model Induced by ${\beta}A$)

  • 전미연;이상룡
    • 동의신경정신과학회지
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    • 제21권1호
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    • pp.71-88
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    • 2010
  • Objectives: This research investigates the effect of the DHJHT extract on Alzheimer's disease. Specifically, the effects of the DHJHT extract on (1) the behavior (2) the infarction area of the hippocampus, and brain tissue injury in AD mice induced with ${\beta}A$ were investigated. Methods: The effects of the DHJHT extract on the proinflammation cytokines mRNA expression and production of BACE, APP and ${\beta}A$ in in BV2 microglial cell line treated by lipopolysacchaide(LPS) plus ${\beta}A$ were investigated. The effects of the DHJHT extract on the behavior of the memory deficit mice induced by scopolamine were investigated. Results: 1. The DHJHT extract suppressed the expression of IL-$1{\beta}$, IL-6, TNF-$\alpha$, COX-2, and NOS-II, BACE and APP mRNA in BV2 microglial cell line treated by LPS plus ${\beta}A$. 2. The DHJHT extract suppressed the expression of ${\beta}A$ production in BV2 microglial cell line treated with LPS plus ${\beta}A$. 3. The DHJHT extract showed significantly inhibitory effect on the scopolamine-induced impairment of memory in the experiment of Morris water maze. 4. The DHJHT group suppressed the expression of IL-$1{\beta}$, TNF-$\alpha$, MDA, and CD68+/CD11b+ in the brain tissue of the mice with AD induced by ${\beta}A$. 5. The DHJHT group reduced the infarction area of hippocampus, and controlled the injury of the brain tissue in the mice with AD induced by ${\beta}A$. 6. The DHJHT group reduced tau protein, and GFAP in the brain tissue of the mice with AD induced by ${\beta}A$. Conclusions: These results suggest that the DHJHT group may be effective for the treatment of AD. Thus, DHJHT could be considered among the future therapeutic drugs indicated for the treatment of AD.

Alzheimer's Disease 병태모델에서 녹용대보탕(鹿茸大補湯)의 신경세포 보호효과 (The neuroprotective effects of Nokyongdaebo-tang(Lurongdabutang) treatment in pathological Alzheimer's disease model of neural tissues)

  • 정명희;정인철;이상룡
    • 동의신경정신과학회지
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    • 제20권2호
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    • pp.1-17
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    • 2009
  • Objectives : Alzheimer's disease(AD) is the most common form of dementia, which is characterized by progressive deterioration of memory and higher cortical functions that ultimately results in total degradation of intellectual and mental activities. Nokyongdaebo-tang(Lurongdabutang) has been usually used for the treatment for the deficiency syndrome dementia and amnesia. This experiment was designed to investigate the effect of the Nokyongdaebo-tang(Lurongdabutang) hot water extract on pathological AD model. Methods : The effects of the Nokyongdaebo-tang(Lurongdabutang) hot water extract on cultured spinal cord cells induced by ${\beta}$-amyloid were investigated. The effects of the Nokyongdaebo-tan(Lurongdabutang) hot water extract on the memory deficit mice induced by scopolamine were investigated. Results : 1. ${\beta}$-amyloid treatment on cultured spinal cord cells increased both GFAP-staining intensity of astrocytes and caspase 3 immunoreactivity on cultured cells. Then, Nokyongdaebo-tang(Lurongdabutang) treatment reduced the labeling intensity for both GFAP and caspase 3 proteins in culture cells. 2. Scopolamine treatment into mice increased levels of GFAP-positive astrocytes and caspase 3-labeled cells of the hippocampal subfields dentate hilar region, CA3 and CA1 area. In vivo administration of Nokyongdaebo-tang(Lurongdabutang) attenuated labeling intensity for those two proteins in the same hippocampal areas. Similar effects were observed by the treatment of galanthamine, an inhibitor of acetylcholinesterase. Conclusions : This experiment shows that the Nokyongdaebo-tang(Lurongdabutang) may play a protective role in damaged neural tissues. Since neuronal damage seen in degenerative brains such as AD are largely unknown, the current data may provide possible insight into therapeutic strategies for AD treatments. Nokyongdaebo-tang(Lurongdabutang) might be effective for the prevention and treatment of AD.

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Computational Prediction of Alzheimer's and Parkinson's Disease MicroRNAs in Domestic Animals

  • Wang, Hai Yang;Lin, Zi Li;Yu, Xian Feng;Bao, Yuan;Cui, Xiang-Shun;Kim, Nam-Hyung
    • Asian-Australasian Journal of Animal Sciences
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    • 제29권6호
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    • pp.782-792
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    • 2016
  • As the most common neurodegenerative diseases, Alzheimer's disease (AD) and Parkinson's disease (PD) are two of the main health concerns for the elderly population. Recently, microRNAs (miRNAs) have been used as biomarkers of infectious, genetic, and metabolic diseases in humans but they have not been well studied in domestic animals. Here we describe a computational biology study in which human AD- and PD-associated miRNAs (ADM and PDM) were utilized to predict orthologous miRNAs in the following domestic animal species: dog, cow, pig, horse, and chicken. In this study, a total of 121 and 70 published human ADM and PDM were identified, respectively. Thirty-seven miRNAs were co-regulated in AD and PD. We identified a total of 105 unrepeated human ADM and PDM that had at least one 100% identical animal homolog, among which 81 and 54 showed 100% sequence identity with 241 and 161 domestic animal miRNAs, respectively. Over 20% of the total mature horse miRNAs (92) showed perfect matches to AD/PD-associated miRNAs. Pigs, dogs, and cows have similar numbers of AD/PD-associated miRNAs (63, 62, and 59). Chickens had the least number of perfect matches (34). Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses suggested that humans and dogs are relatively similar in the functional pathways of the five selected highly conserved miRNAs. Taken together, our study provides the first evidence for better understanding the miRNA-AD/PD associations in domestic animals, and provides guidance to generate domestic animal models of AD/PD to replace the current rodent models.

봉약침액(蜂藥鍼液)이 Scopolamine으로 기억장애(記憶障碍) 유발(誘發) 시 Acetylcholine Esterase 활성에 미치는 영향(影響) (The Effect of Bee Venom on Acetylcholine Esterase Activity during Scopolamine Induced Memorial Impairment)

  • 송정열;송호섭
    • Journal of Acupuncture Research
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    • 제23권3호
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    • pp.117-127
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    • 2006
  • Alzheimer's disease (AD) is the most prevalent form of neurodegenerative disease associated with aging in the human population. This disease is characterized by the following 4 structural changes : Atrophy of the Cortex, Parasympathetic, and other neural cells, the existence of Neurofibrillary tangles (NFTs), and the accumulation of Senile plaques. NFTs and Senile plaques is known to be the index of this disease. Senile plaques disturbs the neutro transmission and depletes of Acetylcholine. So, Recovery of Acetylcholine is the primal objective for treating Alzheimer's disease. So, Inhibiting the activity of Acetylcholine Esterase (AChE), which causes the hydrolysus of acetylcholine into choline and acetate, can be seen as a key role for treating Alzheimer's disease. Increasing body of evidence has been demonstrated that Bee Venom Acupuncture (BV) could compete with complex protein involving in multiple step of $NF-_{\kappa}B$ activation and exert the anti-inflammatory potential of combined inhibition of the prostanoid and nitric oxide synthesis systems by inhibition of IKK and $NF-_{\kappa}B$. BV dose-dependently attenuated Scopolamine-induced Acetylcholine esterase activities in cerebral cortex and hippocampus of the mice brain. This study therefore suggests that BV acupuncture method may be useful for prevention of development or progression of AD.

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알쯔하이머병과 소혈관성 치매에서 Donepezil 복용 후 K-MMSE의 변화와 의미 있는 K-MMSE 변화를 보이는 알쯔하이머병 환자의 특징 (The Change of K-MMSE Following Donepezil Medication in Patients with Alzheimer's Disease and Small Vessel Dementia, and the Characteristics of Alzheimer's Disease with Meaningful K-MMSE Change)

  • 곽용태;한일우;김준;이유상
    • 생물정신의학
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    • 제12권2호
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    • pp.98-106
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    • 2005
  • Objectives:Donepezil is a widely used drug for the treatment of patients with Alzheimer's disease(AD). The aim of the present study was to clarify the efficacy and the characteristics of responders to donepezil. Methods:Patients with probable AD(n=80;75.7 years) and small vessel dementia(SVD)(n=18;77.8 years) who received donepezil were retrospectively analyzed using Alzheimer's registry, and three questions were asked:1) Does donepezil therapy improves cognitive symptoms in patients with dementia? 2) If donepezil improves cognitive symptoms, which items of the K-MMSE are improved? 3) What are the characteristics of responder to donepezil medication? Results:1) After donepezil medication, cognitive function measured by the K-MMSE was significantly improved in both types of dementia(AD and SVD), However, statistical differences were not found between these groups. 2) In a clinical trial of donepezil, the patients performed better than before mediation on K-MMSE items assessing orientation, recall, construction, concentration, calculation. 3) In AD, the K-MMSE score before medication was closely related with response of donepezil. Conclusion:This study suggests that donepezil improves various cognitive functions in both types of dementia, and the responsive group had significantly lower K-MMSE scores than the non-responsive group before medication.

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Iron Can Accelerate the Conjugation Reaction between Abeta 1-40 Peptide and MDA

  • Park, Yong-Hoon;Jung, Jai-Yun;Son, Il-Hong
    • Molecular & Cellular Toxicology
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    • 제5권2호
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    • pp.108-112
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    • 2009
  • Alzheimer's disease(AD) is a neurodegenerative disorder characterized pathologically by senile plaques, neurofibrillary tangles, and synapse loss. Especially, extracellular beta-amyloid (Abeta) deposition is a major pathological hallmark of Alzheimer's disease (AD). In AD senile plaques, high level of iron and car-bonylated Abeta were detected. Iron has a Lewis acid property which can increase the electrophilicity of carbonyls, which may react catalytically with nucleophiles, such as amines. Hence, this study investigated whether or not iron could promote the carbonylation of amine with malondialdehyde (MDA) in the physiological condition. As the basic study, we examined that iron might promote the conjugation reaction between propylamine, monoamine molecule and MDA in the physiological condition. As the concentration of iron increased, the fluorescence intensity produced from the conjugation reaction increased in a dose-dependent manner. Instead of propylamine, we applied the same reaction condition to Abeta 1-40 peptide, one of major components founded in AD senile plaques for the conjugation reaction. As the result, the fluorescence intensity produced from the conjugation reaction between Abeta 1-40 peptide and MDA showed the similar trend to that of the reaction used with propylamine. This study suggests that iron can accelerate the conjugation reaction of MDA to Abeta 1-40 peptide and play an another important role in deterioration of AD brain.

Olfactory neuropathology in Alzheimer's disease: a sign of ongoing neurodegeneration

  • Son, Gowoon;Jahanshahi, Ali;Yoo, Seung-Jun;Boonstra, Jackson T.;Hopkins, David A.;Steinbusch, Harry W.M.;Moon, Cheil
    • BMB Reports
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    • 제54권6호
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    • pp.295-304
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    • 2021
  • Olfactory neuropathology is a cause of olfactory loss in Alzheimer's disease (AD). Olfactory dysfunction is also associated with memory and cognitive dysfunction and is an incidental finding of AD dementia. Here we review neuropathological research on the olfactory system in AD, considering both structural and functional evidence. Experimental and clinical findings identify olfactory dysfunction as an early indicator of AD. In keeping with this, amyloid-β production and neuroinflammation are related to underlying causes of impaired olfaction. Notably, physiological features of the spatial map in the olfactory system suggest the evidence of ongoing neurodegeneration. Our aim in this review is to examine olfactory pathology findings essential to identifying mechanisms of olfactory dysfunction in the development of AD in hopes of supporting investigations leading towards revealing potential diagnostic methods and causes of early pathogenesis in the olfactory system.