Volume
7, Number 3, June 2005
Pages 187-199
Hojjat Adeli, Samanwoy
Ghosh-Dastidar, Nahid Dadmehr
Alzheimer’s Disease and Models of Computation: Imaging,
Classification, and Neural Models
Abstract: Prediction or early-stage diagnosis of Alzheimer’s
disease (AD) requires a comprehensive understanding of the underlying
mechanisms of the disease and its progression. Researchers in this area
have approached the problem from multiple directions by attempting to
develop (a) neurological (neurobiological and neurochemical) models, (b)
analytical models for anatomical and functional brain images, (c) analytical
feature extraction models for electroencephalograms (EEGs), (d) classification
models for positive identification of AD, and (e) neural models of memory
and memory impairment in AD. This article presents a state-of-the-art
review of research performed on computational modeling of AD and its markers.
The review covers the following approaches: computer imaging, classification
models, connectionist neural models, and biophysical neural models. It
is concluded that a mixture of markers and a combination of novel computational
techniques such as neural computing, chaos theory, and wavelets can increase
the accuracy of algorithms for automated detection and diagnosis of AD.
Pages 201-212
Ana Gabriela Henriques,
Sara C. T. S. Domingues, Margarida Fardilha, Edgar F. da Cruz e Silva,
Odete A. B. da Cruz e Silva
Sodium azide and 2-deoxyglucose-induced cellular stress affects
phosphorylation-dependent AßPP processing
Abstract: Production of the amyloid ß (Aß) peptide
via altered metabolism of the amyloid ß-protein precursor (AßPP)
appears to be a key event in the pathology of Alzheimer disease (AD).
Accordingly, altered processing of AßPP was observed under conditions
of abnormal cellular stress induced by sodium azide in the presence of
2-deoxy-D-glucose (2DG). As previously reported, the production of sAßPP
(the secreted fragment of AßPP) was inhibited. However, our data
further suggests that 2DG alone can account for most of the observed effects
on AßPP processing in COS-1 cells and PC12 cells. It appears that
2DG interferes with the normal glycosylation of AßPP and its maturation
process, having direct consequences on sAßPP production. Interestingly,
PMA (phorbol 12-myristate 13-acetate)-induced sAßPP production was
maintained under the stress conditions used, suggesting that potential
non-amyloidogenic AßPP processing can still be favoured. This is
of potential therapeutic interest, since it indicates that even under
adverse stress conditions drugs such as PMA can affect AßPP processing,
leading to increased sAßPP production and a concomitant reduction
in Aß production. However, the induction of sAßPP production
was not identical when the phosphatase inhibitor OA (okadaic acid) was
used. In fact, the typical OA-induced increase in sAßPP production
could be abolished under specific conditions. This constitutes an interesting
precedent for the possible dissociation of the PMA and OA responses in
terms of sAßPP production. The involvement of protein phosphatases,
which are inhibited by OA, in AßPP processing, was reinforced by
the increased co-localization of AßPP and PP1alpha (protein phosphatase
1alpha) at the cell surface upon exposure to OA and PMA. Overall, our
results support the notion that signal transduction processes may be of
particular relevance for our understanding of the molecular basis of AD,
and for the design of rational signal transduction therapeutics.
Pages 213-220
B. Puig, I. Ferrer,
R.F. Ludueña, J. Ávila
ßII-tubulin and phospho-tau aggregates in Alzheimer’s
disease and Pick’s disease
Abstract: The
expression of ßI-, ßII- and ßIII-tubulin isotypes was
examined by immunohistochemistry in the entorhinal and transentorhinal
cortices, hippocampus and dentate gyrus in normal human brains and in
cases with Alzheimer’s disease (AD), Pick’s disease (PiD)
and in argyrophilic grain disease (AGD). The results showed that ßII-tubulin
predominated in the upper layers (mainly layer II) and ßIII-tubulin
in the inner layers of the entorhinal and transentorhinal cortices in
control brains. ßII-tubulin immunoreactivity was higher than ßIII-tubulin
immunoreactivity in granular neurons of the dentate gyrus, whereas pyramidal
neurons of the hippocampus proper were stained equally with anti-ßII-tubulin
and ßIII-tubulin antibodies. No preferential layering distribution
was observed for ßI-tubulin. Polymerization assays with tubulin
peptides following the method of microtubule-associated protein displacement
demonstrated that the ßI and ßIII isotypes have a higher binding
capacity for tau than does the ßII isotype. Interestingly, about
60% of neurons with neurofibrillary tangles in layer II of the entorhinal
and transentorhinal cortices in AD were selectively stained with anti-ßII-tubulin
antibodies. Moderate ßII-tubulin immunoreactivity was also observed
in Pick bodies in PiD. Taken together, these findings support the view
that high ßII-tubulin content is a contributing factor in the formation
of abnormal hyper-phosphorylated tau aggregates.
Pages 221-232
Milan Fiala, Justin Lin, John Ringman, Vali Kermani-Arab,
George Tsao, Amish Patel, Albert S. Lossinsky, Michael C. Graves, Andrew
Gustavson, James Sayre, Emanuela Sofroni, Tatiana Suarez, Francesco Chiappelli,
George Bernard (Communicated by Craig Atwood)
Ineffective phagocytosis of amyloid-ß by macrophages of
Alzheimer’s disease patients
Abstract: The defective clearance of amyloid-ß (Aß)
in the brain of Alzheimer’s disease (AD) patients is unexplained.
The immunohistochemical studies of the frontal lobe and hippocampus show
perivascular and intraplaque infiltration by blood-borne macrophages containing
intracellular Aß but only inefficient clearance of Aß deposits.
Neurons and neuronal nuclei, respectively, express interleukin-1ß
and the chemokine RANTES, which could induce the inflammatory cell infiltration.
To clarify the pathophysiology of Aß clearance, we examined Aß
phagocytosis by monocytes and macrophages isolated from the blood of age-matched
patients and controls. Control monocytes display excellent differentiation
into macrophages and intracellular phagocytosis of Aß followed by
Aß degradation or export. AD monocytes show poor differentiation
and only surface uptake of Aß and suffer apoptosis. HLA DR and cyclooxygenase-2
are abnormally expressed on neutrophils and monocytes of AD patients.
AD patients have higher levels of intracellular cytokines compared to
controls. Thus Aß clearance is not restricted to brain microglia
and involves systemic innate immune responses. In AD, however, macrophage
phagocytosis is defective, which may elicit compensatory response by the
adaptive immune system.
Page 233
Foreward:
Challenging Views of Alzheimer’s Disease – 2004
J. Wesson Ashford,
Keith A. Crutcher, Stephen R. Robinson, Mark A. Smith
Pages 235-239
Special
Report from the Challenging Views of Alzheimer’s Disease
John C. Morris, Jeffrey
Cummings
Mild Cognitive Impairment (MCI) Represents Early-Stage Alzheimer’s
Disease
Introduction: Although the conclusive diagnosis of Alzheimer’s
disease rests on clinicopathological correlation, much now is known about
its clinical and behavioral symptoms. The current clinical diagnostic
process can identify AD with high accuracy (90% or higher in autopsy-confirmed
series from dementia research centers). Clinical diagnostic tools include
a careful history of the presentation and course of dementia and potentially
contributing conditions (e.g., stroke, depression, medications), objective
tests of cognitive function, physical and neurological examinations, and
a limited number of laboratory procedures (thyroid function tests, vitamin
B12 levels, and neuroimaging). Standard diagnostic criteria and assessment
procedures for AD have been published in a Practice Parameter by the American
Academy of Neurology (AAN) and by the Clinical Practice Committee of the
American Geriatrics Society. In spite of these published clinical diagnostic
criteria, the expanding number of prevalent cases, and the availability
of Food and Drug Administration (FDA) approved medications for the symptomatic
treatment of AD, dementia remains notably under-recognized in the community.
Forty-five percent of demented inpatients were not identified in one study,
and memory loss was documented in only 23% of cognitively impaired patients
in a primary care setting in another. There are continued efforts to develop
brief diagnostic tools for dementia but as yet none have sufficient sensitivity,
specificity, and “ease-of-use” to warrant widespread adoption
by practitioners.
Pages 241-245
Special
Report from the Challenging Views of Alzheimer’s Disease
Ronald C. Petersen, David Bennett
Mild Cognitive Impairment: Is it Alzheimer’s Disease or
Not?
Abstract: In this discussion, the status of mild cognitive impairment
(MCI) will be addressed from several perspectives. While some investigators
maintain that MCI or its equivalent states actually represent fully developed
Alzheimer’s disease (AD), others suggest that there must be an intermediate
stage between the cognitive changes of aging and the very earliest manifestations
of AD. Since AD is a degenerative disorder, by definition, it likely evolves
over a period of months to years, or perhaps even longer. As such, there
must be a prodromal state during which some of the clinical features of
the disease are manifested but the fully developed syndrome is not present.
Even if these mild features turn out to be related to neuritic plaques
and neurofibrillary tangles, by current definitions, these persons do
not yet meet accepted criteria for AD. We will address this topic from
several different perspectives: clinical, neuroimaging, biomarkers, and
neuropathology. We contend that this transitional state exists and the
several lines of evidence demonstrated in the literature are consistent
with this position. Ultimately, the discussion will revolve around the
definition of AD.
Pages 247-253
Special
Report from the Challenging Views of Alzheimer’s Disease
J. Wesson Ashford, Craig S. Atwood, John P. Blass,
Richard L. Bowen, Caleb E. Finch, Khalid Iqbal, James A. Joseph, George
Perry
What is Aging? What Is its Role in Alzheimer's Disease? What Can
We Do About It?
Summary: Here we present a summary of the round-table discussion
entitled “What is Aging, What Is its Role in Alzheimer's Disease
and What Can We Do About It?” from the recent conference, Challenging
Views of Alzheimer’s Disease – 2004, held in Philadelphia,
July 2004. Eight scientists specializing in aging, Alzheimer’s disease,
and neurobiology discussed the definition of aging, how aging theory relates
to understanding Alzheimer’s disease, and what insights from understanding
this relationship could be applied to developing means to treat or prevent
this disease.
Pages 255-262
Transcript: Alzheimer
Research Forum Live Discussion
Memantine: Implications for Treating Alzheimer's
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