Abstract:
:This article presents a new paradigm of Artificial Neural Networks (ANNs): the Auto-Contractive Maps (Auto-CM). The Auto-CM differ from the traditional ANNs under many viewpoints: the Auto-CM start their learning task without a random initialization of their weights, they meet their convergence criterion when all their output nodes become null, their weights matrix develops a data driven warping of the original Euclidean space, they show suitable topological properties, etc. Further two new algorithms, theoretically linked to Auto-CM are presented: the first one is useful to evaluate the complexity and the topological information of any kind of connected graph: the H Function is the index to measure the global hubness of the graph generated by the Auto-CM weights matrix. The second one is named Maximally Regular Graph (MRG) and it is an development of the traditionally Minimum Spanning Tree (MST). Finally, Auto-CM and MRG, with the support of the H Function, are applied to a real complex dataset about Alzheimer disease: this data come from the very known Nuns Study, where variables measuring the abilities of normal and Alzheimer subject during their lifespan and variables measuring the number of the plaques and of the tangles in their brain after their death. The example of the Alzheimer data base is extremely useful to figure out how this new approach can help to re design bottom-up the overall structure of factors related to a complex disease like this.
journal_name
Curr Alzheimer Resjournal_title
Current Alzheimer researchauthors
Buscema M,Grossi E,Snowdon D,Antuono Pdoi
10.2174/156720508785908928subject
Has Abstractpub_date
2008-10-01 00:00:00pages
481-98issue
5eissn
1567-2050issn
1875-5828journal_volume
5pub_type
杂志文章abstract::Parkinson disease (PD) is the second most prevalent neurodegenerative disorder after Alzheimer's disease (AD). The formation of the cytoplasmic inclusions named "Lewy bodies" in the brain, considered to be a marker for neuronal degeneration in PD and dementia with Lewy bodies. However, Lewy bodies (LBs) are also obser...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/1567205011310060002
更新日期:2013-07-01 00:00:00
abstract::From a clinical as well as a neuropathological point of view Alzheimer's disease (AD) has been the focus of intense research for more than three decades. Most studies to identify morphometric correlates with the declining cognitive function in normal aging and AD have employed semi-quantitative methods to assess neuro...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720505774330528
更新日期:2005-10-01 00:00:00
abstract:BACKGROUND:Alzheimer's disease (AD) is a multifactorial neurodegenerative disorder that eventually leads to severe cognitive impairment. Although the exact etiologies of AD still remain elusive, increasing evidence suggests that neuroinflammation cascades mediated by microglial cells are associated with AD. Piper sarme...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/1567205016666190228124630
更新日期:2019-01-01 00:00:00
abstract::The increasing prevalence of obesity world-wide has an expected consequent increase in diabetes and cardiovascular disease. Less attention has been paid to the effect of obesity on dementia. This overview discusses methodological issues related to the epidemiologic study of obesity and dementia, reviews results of lon...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720507780362074
更新日期:2007-04-01 00:00:00
abstract::Alzheimer's disease (AD) is a devastating chronic neurodegenerative disease with currently no available disease modifying treatment. In recent years, the peptide amyloid-beta has been proposed as the major pathogenic force in the development and progression of AD. Microglia, the resident immune and phagocytic cells of...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720509790147179
更新日期:2009-12-01 00:00:00
abstract:BACKGROUND:The current study aimed to compare the effects of different cholinesterase inhibitors on acetylcholinesterase (AChE) and butyrylcholinesterase (BuChE) activities and protein levels, in the cerebrospinal fluid (CSF) of Alzheimer disease (AD) patients. METHODS AND FINDINGS:AD patients aged 50-85 years were ra...
journal_title:Current Alzheimer research
pub_type: 杂志文章,随机对照试验
doi:10.2174/156720509787313961
更新日期:2009-02-01 00:00:00
abstract:BACKGROUND:The Montreal Cognitive Assessment (MoCA) test has high sensitivity and specificity for detecting mild cognitive impairment or early dementia. How the MoCA score relates to findings of positron emission tomography imaging, however, remains unclear. OBJECTIVE:This prospective study examined the relationship b...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/1567205016666190805155230
更新日期:2019-01-01 00:00:00
abstract::Alzheimer's disease (AD) is one of the most common causes of dementia. Despite several decades of research in AD, there is no standard disease- modifying therapy available and currentlyapproved drugs provide only symptomatic relief. Stem cells hold immense potential to regenerate damaged tissues and are currently test...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/1567205013666160314145347
更新日期:2017-01-01 00:00:00
abstract::High levels of cholesterol have been proposed as a risk factor for Alzheimer's disease (AD). Polymorphism of genes encoding proteins that regulate cholesterol metabolism have also been associated with the frequency of Alzheimer's development. Some studies have shown that cholesterol-lowering drugs reduce the frequency...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720510791050821
更新日期:2010-05-01 00:00:00
abstract::Anesthesia and surgery have been reported to produce long-term cognitive problems, and to accelerate neurodegenerative disorders in the elderly. In previous work, we found that inhaled anesthetics enhance fibril formation and cytotoxicity of amyloid beta peptide. In this work we show that the inhaled anesthetics halot...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/156720507781077278
更新日期:2007-07-01 00:00:00
abstract::Based on the amyloid hypothesis, studies for AD therapy have been mostly focused on removing β-amyloid. Recent results of amyloid immunotherapy raised the question whether β-amyloid is sufficient target for AD therapy. Neurofibrillary tangles (NFTs), which contain hyperphosphorylated tau, are another pathological hall...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720510793611600
更新日期:2010-12-01 00:00:00
abstract::Changes in rRNA and rDNA expression have been associated with cellular and organism aging and have been linked to Alzheimer's disease (AD) pathogenesis. In this study, we investigated the mRNA expression of ribosomal genes (28S/18S) and β-amyloid precursor protein (APP) in different post mortem brain tissue regions (t...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/1567205012666151027124017
更新日期:2015-01-01 00:00:00
abstract::Alzheimer's disease (AD) is the most common diagnosis among dementia. As increasing longevity results in larger numbers of AD patients and thus rising economic costs, there has been intense research about the pathophysiology and treatment strategies during the last years. Since neurotrophic factors are not only respon...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720508783884620
更新日期:2008-02-01 00:00:00
abstract::A crucial need exists for reliable Alzheimer's disease (AD) diagnostic and prognostic tests. Given its intimate communication with the brain, the cerebrospinal fluid (CSF) has been surveyed intensively for reliable AD biomarkers. The heterogeneity of AD pathology and the unavoidable difficulties associated with the cl...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/156720509788929318
更新日期:2009-08-01 00:00:00
abstract:BACKGROUND:Vascular disease is associated with increased risk of dementia. Vascular health worsens with age. We investigated the relationship between self-reported vascular disease and brain pathology. METHODS:Brain donations to the population-based MRC Cognitive Function and Ageing Study (n=456, age range 66-103 year...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/156720512801322654
更新日期:2012-07-01 00:00:00
abstract::The Twentieth Century witnessed tremendous advances in our understanding of neurodegenerative diseases. Not least among them were the contributions from hyperendemic foci of neurodegenerative disorders in isolated human groups worldwide, with the knowledge gained applicable to our understanding of related neurodegener...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720506778249425
更新日期:2006-09-01 00:00:00
abstract::In this study, we aimed to classify MR images for recognizing Alzheimer Disease (AD) in a group of patients who were recently diagnosed by clinical history and neuropsychiatric exams by using non-biased machine-learning techniques. T1 weighted MRI scans of 31 patients with probable AD and 31 age- and gender-matched co...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/156720512802455359
更新日期:2012-09-01 00:00:00
abstract::Lipids have many important yet distinct functions in cellular homeostasis such as forming an impermeable barrier separating intracellular and extracellular compartments, providing a matrix for the appropriate interactions of membrane-associated proteins, and serving as storage reservoirs for biologically active second...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/1567205052772786
更新日期:2005-01-01 00:00:00
abstract::The serine hydrolase butyrylcholinesterase (BChE), like the related enzyme acetylcholinesterase (AChE), co-regulates metabolism of the neurotransmitter acetylcholine. In the human brain BChE is mainly expressed in white matter and glia and in distinct populations of neurons in regions that are important in cognition a...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/1567205013666160404120542
更新日期:2016-01-01 00:00:00
abstract::Alzheimer's disease (AD) is the most common age-related neurodegenerative disorder among the elderly. Nmethyl- D-aspartate receptor (NMDAR) overactivation has been implicated in early synaptic dysfunction that precedes late neurodegeneration in AD. Moreover, oligomers of amyloid-beta peptide (Aβ) 1-42 are considered t...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/156720512802455322
更新日期:2012-09-01 00:00:00
abstract::The currently available experimental data supports the hypothesis that the neuroprotective effect of dimebon is related to the protection of the brain-mitochondria from neurodegeneration. In this study, the influence of dimebon on mitochondria was investigated to gain a better understanding of the neuroprotective effe...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/1567205011666140505094808
更新日期:2014-01-01 00:00:00
abstract::Evidence from basic molecular biology has noted a critical role of GSK-3 in Alzheimer's disease (AD) pathogenesis such as beta-amyloid (Aβ) production and accumulation, the formation of neurofibrillary tangle (NFT), and neuronal degeneration. Aβ generation and deposition represents a key feature and is generated from ...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720512802455386
更新日期:2012-09-01 00:00:00
abstract::In this review, the basic mechanism of the parasympathetic nervous effect on the heart is discussed. This is expanded to clinical situations to clarify what can happen to patients after cholinesterase (ChE) inhibitor is administered and to avoid unnecessary adverse effects. The parasympathetic nervous system can affec...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/1567205043332009
更新日期:2004-11-01 00:00:00
abstract::Amyloid oligomers have a critical function in the pathologic processes of various amyloidoses, such as Alzheimer's disease (AD), Parkinson disease (PD), Huntington's disease, prion-related diseases, type 2 diabetes, and hereditary renal amyloidosis. Our previous reports demonstrated that a conformation-dependent oligo...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/15672050113106660176
更新日期:2014-01-01 00:00:00
abstract::Heme is essential for the survival of most organisms, despite the fact of being potentially toxic. This dual effect is due to the ability of the iron (Fe) atom contained within the protoporphyrin ring of the heme molecule to participate in redox reactions and exchange electrons with a variety of substrates. Therefore,...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/1567205012666150921103304
更新日期:2016-01-01 00:00:00
abstract::Identification of genes and pathways that alter lifespan has allowed for new insights into factors that control the aging process as well as disease. While strong molecular links exist between aging and metabolism, we hypothesize that targeting the mechanisms involved in aging will also give rise to therapeutics that ...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720507780362038
更新日期:2007-04-01 00:00:00
abstract::Alzheimer's disease (AD) is the most prevalent neurodegenerative disease in the growing population of elderly people. A characteristic of AD is the accumulation of plaques in the brain of AD patients, and theses plaques mainly consist of aggregates of amyloid beta-peptide (Abeta). All converging lines of evidence sugg...
journal_title:Current Alzheimer research
pub_type: 杂志文章,评审
doi:10.2174/156720508784533321
更新日期:2008-06-01 00:00:00
abstract::When Alzheimer's disease (AD) progresses, several pathological features arise including accumulation of misfolded protein aggregates [e.g., amyloid-β (Aβ) plaques], metal ion dyshomeostasis, and oxidative stress. These characteristics are recently suggested to be interconnected through a potential factor, metal-associ...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/1567205012666150504150125
更新日期:2015-01-01 00:00:00
abstract:OBJECTIVE:To study the prevalence of cognitive impairment and dementia in communitydwelling Malays from Singapore; and to examine differences in prevalence among Chinese and Malays. METHODS:Subjects (≥ 60 years) - drawn from the Malay component of the on-going multiethnic Epidemiology of Dementia in Singapore study - ...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/1567205012666151002123813
更新日期:2017-01-01 00:00:00
abstract::In the present study we set up a model of slow progression of neuronal injury by exposing organotypic hippocampal cultures to a low concentration of Amyloid β (25-35) peptide (Aβ, 2 μM) to analyze the time-related effects of 17-β estradiol (17β-E2, 10 nM). Neuronal death occurs after 7 d and is prevented by addition o...
journal_title:Current Alzheimer research
pub_type: 杂志文章
doi:10.2174/1567205013666160125113509
更新日期:2016-01-01 00:00:00