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Citation: Allam AR, Kiran KR, Hanuman T (2008) Bioinformatic Analysis of Alzheimer’s Disease Using Functional Protein Sequences. J Proteomics Bioinform 1: 036-042.
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Copyright: © 2008 Allam AR, etal. This is an open-access article distributed under the terms of the Creative Commons Attribution
License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and
source are credited.
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Abstract
Alzheimer’s disease is a progressive neurodegenerative disorder characterized by deposition of amyloid plaques composed of
aggregated amyloid beta plaques, and neurofibrillary tangles composed of hyperphosphorylated tau that leads to synaptic defects
resulting in neuritic dystrophy and neuronal death. Missense mutations in amyloid precursor protein (APP), PS-1 (presenilin-1
situated on chromosome 14), PS-2 (presenilin-2 situated on chromosome 1) genes alter the proteolysis of APP and increase the
generation of Aâ42 (amyloid â-42). The accumulation of Aâ42 as diffuse plaques triggers the inflammatory responses in the form of
microglial activation and release of cytokines. In addition, perturbation of equilibrium between kinases and phosphatases results in
hyperphosporylation of tau protein. These events culminate in neuronal degeneration and neuronal loss.
In the present study, we extracted huge amounts of data from various biological databases available online. It is found that there
are 74 genes that may cause Alzheimer’s disease .We evaluated the role of 74 proteins that are likely to be involved in Alzheimer’s
disease by employing multiple sequence alignment using ClustalW tool and constructed a Phylogenetic tree using functional protein
sequences extracted from NCBI. Phylogenetic tree was constructed using Neighbour – Joining Algorithm in Bioinformatics approach.
The results of this study suggest that PS-1, PS-2, and APP have a dominant role in the pathogenesis of Alzheimer’s disease. The present
study raises the possibility that genetic components are more important in Alzheimer’s disease compared to environmental, metabolic,
and age related factors.
Keywords
Alzheimer’s disease; free radicals; presenilin; acetylcholine; phylogenetic trees; amyloid precursor protein
Introduction
Over the past 25 years, it has become clear that the proteins forming
the deposits are central to the disease process. Amyloid-ß and tau
make up the plaques and tangles of Alzheimer’s disease(AD), where
these normally soluble proteins assemble into amyloid-like
filaments(Michel Goedert and Maria Grazia Spillantini,2006) . Recently Ballatore C et al (2007) summarized the most recent advances
in the mechanisms of tau-mediated neurodegeneration to forge an
integrated concept of those tau-linked disease processes that drive
the onset and progression of AD
and related tauopathies. New evidence indicates that tau may
mediate neurotoxicity by altering the organization and dynamics
of the actin cytoskeleton (Gallo G, 2007). Amyloid formation is a
nucleation-dependent process that is accelerated dramatically in
vivo and in vitro upon addition of appropriate fibril seeds
(Alexander Peim et al, 2006) AD is a progressive neurodegenerative
disorder characterized by amyloid plaques composed of aggregated
amyloid beta plaques, neurofibrillary tangles (NFT) composed
of hyperphosphorylated tau and synaptic defects resulting
in neuritic dystrophy and neuronal death (Hutton M and
McGowan E, 2004). A growing body of evidence implicates cholesterol
and cholesterol-rich membrane microdomains in
amyloidogenic processing of amyloid precursor protein (APP).Cheng H et al (2007) reviewed the recent findings regarding the association of BACE1,ã-secretase and APP in lipid rafts, and discuss potential therapeutic
strategies for AD that are based on knowledge gleaned from
the membrane environment that fosters APP processing.
Missense mutations in amyloid precursor protein (APP),
presenillin-1 (PS-1) (chromosome 14), presenillin-2 (PS-2) (chromosome
1) genes alter the proteolysis of APP and increase the
generation of Aâ42 (amyloid â 42) .Genetic studies have led to the
identification of three genes in which mutations can cause AD:
the ß-amyloid precursor protein gene located on chromosome 21,
presenilin 1 (PS1) located on chromosome 14 and presenilin 2
(PS2) located on chromosome 1(Hanuman et al,2007). The accumulation
of Aâ42 as diffuse plaques triggers the inflammatory
responses due to microglial activation and release of pro-inflammatory
cytokines. In addition, perturbations in the equilibrium
between kinases and phosphatases resulting in
hyperphosphorylation of tau protein that results in neuronal degeneration
and neuronal loss (Selkoe DJ,2001). The microtubuleassociated
protein tau is also involved in the disease, but it is
unclear whether treatments aimed at tau could block Aß-induced
cognitive impairments(Erik D. Roberson et al,2007).
Several other genes that are considered to increase susceptibility
for AD include: apolipoprotein E (ApoE 4) variant
(Poierier J et al,1995), 2-macroglobulin (Blacker D et al,1998), the
K-variant of butyryl-cholinesterase
(Sridhar GR et al, 2006), and
several mitochondrial genes (Law A et al, 2001). Other factors that
are believed to play a role in the aetiopathogenesis of AD include:
brain metabolic abnormalities, environmental factors, and age related
decrease in neuronal membrane fluidity that could also produce
neuronal death, in all probability, by increasing the formation
of amyloid beta plaques and hyperphosphorylation of tau
protein (Iqbal K et al ,2005).
Mutations in presenilins leads to dominant inheritance
of Familial Alzheimer’s disease (FAD). These mutations are known
to alter the cleavage of ã-secretase of the amyloid precursor protein,
resulting in the increased ratio of Aâ42/ Aâ40 and accelerated
amyloid plaque pathology in transgenic mouse models
(Wang R et al, 2006). Proteolytic processing of APP by â-secretase, ã - secretase, and caspases generates A-beta peptide and carboxylterminal
fragments (CTF) of APP, which have been implicated in
the pathogenesis of Alzheimer’s disease (Selkoe DJ,1999). Missense
mutations in the gene encoding APP, as well as those in the
genes encoding PS-1 and PS-2, share the common feature of altering
the ã-secretase cleavage of APP to increase the production of
the amyloidogenic Aâ42, a primary component of amyloid plaques
in both familial and sporadic AD.
In the present study, we focused on the genes or proteins
that are believed to have a major role in the pathogenesis of
Alzheimer’s disease using bioinformatics tools.
Materials and Methods
We collected 74 known proteins that are believed to be
involved in the pathogenesis of Alzheimer’s disease (Table 1).
The functional protein sequences in FASTA format for these proteins
are collected from NCBI (National Center for Biotechnology
Information, (http\\www.ncbi.nih.nlm.gov). These sequences are
given to ClustalW (http\\www.ebi.ac.uk\clustalw) for the Multiple
Sequence Alignment, which calculates the best match for the selected
sequences, and lines them up so that the identities, similarities
and differences can be seen. Based on these results, the
scores table and phylogenetic tree that shows the distance between the protein sequences was constructed. The proteins with
minimum distance are presenillin-1 (PS-1), presenillin-2 (PS-2) and
amyloid precursor protein (APP).
Results and Discussion
The bioinformatics analysis revealed three important
proteins out of 74 proteins that are key pathological proteins in
the evolution of Alzheimer’s disease. The present bioinformatics
study revealed that the proteins: presenilin-1 (PS-1), presenilin-2
(PS-2), and amyloid precursor protein (APP) play a significant
role in the pathogenesis of Alzheimer’s disease(Figure 1).
Factors that seem to influence the initiation and progression
and thus, have a role in the pathophysiology of AD are: i) Aâ42/
Aâ40 ratio and oligomers of these peptides; ii) oxidative stress;
iii) proinflammatory cytokines produced by activated glial cells,
iv) alterations in cholesterol homeostasis, and v) alterations in
cholinergic nervous system (Rojo L et al,2006).
Amyloid Beta Peptide and Alzheimer’s Disease
Familial Alzheimer’s disease (FAD) is associated with
mutations in APP, PS-1, and PS-2.
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Figure 1: The phylogenetic tree that was constructed based on the alignment score of all the protein sequences involved in
Alzheimer’s disease. A high degree of homology was noted between presenilin1, presenilin 2, Amyloid beta (A4) precursor protein
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Table 1: Table showing genes/proteins that have been studied in the present study, which are believed to be involved in Alzheimer’s
disease
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These substances, along with their normal counterparts,
undergo proteolytic processing in the endoplasmic reticulum (ER).
The mutated compounds, apart from increasing the ratio of Aâ42
to Aâ40, may down-regulate the calcium buffering activity of the
ER. Decrease in the ER calcium pool would cause compensatory
increases in other calcium pools, particularly in mitochondria. Increase
in mitochondrial calcium levels are associated with enhanced
formation of superoxide radical formation, and hence damage
to the neurons and their senility (Harman D,2002).
Presenilins act as catalytic subunit of gamma secretase.
Presenilins, the causative molecules of FAD, are transmembrane
proteins localized predominantly in the ER and Golgi apparatus.
Presenillins are thought to be involved in intramembrane proteolysis
mediated by their gamma secretase activities. In addition,
presenilins interact with FKBP38 (human FK506-binding protein
38) and form macromolecular complexes together with antiapoptotic
Bcl-2, thus it may regulate the apoptotic cell death
(Wang
HQ et al, 2005).
Presenilins and their interacting proteins play a major
role in the generation of A-beta from the amyloid precursor protein
(APP). Three proteins nicastrin, aph-1 and pen-2 interact with
presenillins to form a large enzymatic complex known as gamma
secretase that cleaves APP to generate Aâ (Verdile G et al, 2007).
There are numerous proteases in the brain that could
potentially participate in Aâ turnover. Aâ
(amyloid-beta) degrader candidates include: cathepsin D and E,
gelatinase A and B, trypsin- or chymotrypsin-like endopeptidase,
aminopeptidase, neprilysin (enkephalinase), serine protease
complexed with 2-macroglobulin, and insulin-degrading enzyme
(Saido T et al ,1998).
Genetic linkage studies have linked Alzheimer’s disease
and plasma Aâ42 levels to chromosome 10q, which harbors the
IDE (insulin-degrading enzyme) gene. IDE has been observed in
human cerebrospinal fluid; and its activity levels and m-RNA are
decreased in AD brain tissue and is associated with increased
amyloid beta levels (Saido T et al,1998).
Amyloid beta is the major component of amyloid plaques
characterizing Alzheimer’s disease. Amyloid beta accumulation
can be affected by numerous factors including increased rates of
its production and/or impaired clearance. Insulin degrading enzyme
is responsible for the degradation and clearance of amyloid
beta in the brain (Edland SD, 2004).
Several studies showed that Aâ is toxic to cultured neuronal
cells and induces tau phosphorylation (Takashima A et
al,1993). Tau is a microtubule-associated protein that stabilizes
neuronal microtubules under normal physiological conditions,
however in certain pathological conditions like Alzheimer’s disease,
tau protein undergoes modifications, mainly through phosphorylation
that can result in the generation of aberrant aggregates
that are toxic to neurons (Avila J et al,2004). Amyloid vaccine
(both passive and active immunization against amyloid) arrests
and even reverses both plaque pathology and behavioral
phenotypes in the transgenic animals (Morgan D et al,2000). Aâ42
fibrils can significantly accelerate neurofibrillary tangles formation
in P301L mice providing further support to the hypothesis
that amyloid beta could be a causative pathogenic factor. Mutations
in tau give rise to nerofibrillary tangles but not plaques and
mutations in APP or in the probable APP proteases give rise to
both plaques and tangles indicates that amyloid pathology occurs
upstream of tau pathology. Although the exact mechanism(s)
by which amyloid beta causes neuronal death is not clear, there is
evidence to suggest that it could enhance free radical generation
and induce inflammation that could result in profound loss in the cholinergic system of brain, including dramatic loss of choline
acetyltransferase level, choline uptake, and decrease in acetylcholine
(ACh) level which are responsible for cognitive deficits in
AD.
Oxidative Stress and Neuronal Death
One of the major age-related damaging agents are reactive
oxygen species (ROS). Increased levels of ROS (also termed“oxidative stress”), produced by normal mitochondrial activity,
inflammation and excess glutamate levels, are proposed to accelerate
neurodegenerative processes characteristic of Alzheimer’s
disease(Huber, Anke,2006)
Amyloyd beta causes hydrogen peroxide (H2O2) accumulation
in cultured hippocampal neurons (Mattson MP et al,1995)
that results in oxidative damage to cellular phospholipid membranes
suggesting a role for lipid peroxidation in the pathogenesis
of AD (Koppaka V et al,2000). The loss of membrane integrity
due to Abeta-induced free-radical damage leads to cellular disfunction,
such as inhibition of ion-motive ATPase, loss of calcium
homeostasis, inhibition of glial cell Na+-dependent glutamate uptake
system that results in NMDA receptors mediated delayed
neurodegeneration, loss of protein transporter function, disruption
of signaling pathways, and activation of nuclear transcription
factors and apoptotic pathways.
Inflammation and Neuronal Death
Free radicals including H2O2 not only have direct neurotoxic
actions but also participate in inflammation. The fact that
inflammation plays a significant role in the pathobiology of
Alzheimer’s disease is supported by the observation that in the
early stages of the disease there is activation of microglial cells
and reactive astrocytes in neuritic plaques and the appearance of
inflammatory markers (Chong YH et al,2001). Immune activation
and/or inflammatory activity have been shown to be significantly
elevated in the brains of AD patients compared with age-matched
control patients (Dumery L et al, 2001). Continuous
neuroinflammatory processes including glial activation is seen in
AD (Calingasan NY et al,2002). Microglia and astrocytes would
be activated, perceiving Abeta oligomers and fibrils as foreign
material, since Abeta assemblies are apparently never observed
during the development of brain and in the immature nervous
system (Selkoe DJ ,2001).
Beta-Amyloid fibrils have been shown to activate parallel mitogen-
activated protein kinase pathways in microglia and THP1
monocytes (McDonald DR et al,1998). Recently, it was reported
that microglia from human AD brain exposed to Abeta produced
and secreted a wide range of inflammatory mediators, including
cytokines, chemokines, growth factors, complements, and reactive
oxygen intermediates (Lue LF et al ,2001). Significant dosedependent
increase in the production of prointerleukin-1,
interleukin-6, tumor necrosis factor-á, monocyte chemoattractant
protein-1, macrophage inflammatory peptide-1, interleukin-8, and
macrophage colony-stimulating factor were observed after exposure
to preaggregated Amyloid beta-42. These evidences emphasize
the role of inflammation in the pathogenesis of AD.
Cholinergic System and Alzheimer’s Disease
A primary clinical symptom of Alzheimer’s dementia is
the progressive deterioration in learning and memory ability. There
is evidence that suggests that profound loss in the cholinergic
system of brain, including dramatic loss of choline
acetyltransferase level, choline uptake, and acetylcholine (ACh)
level in the neocortex and hippocampus and reduced number of
the cholinergic neurons in basal forebrain and nucleus basalis of
Meynert occurs that are closely associated with cognitive deficits
in AD (Giacobini E ,1997). Pharmacological interventions that enhance acetylcholine levels or block further fall in ACh levels
and thus, improve cholinergic neurotransmission are known to
produce improvement in learning and memory in AD (Giacobini
E,2004). In this context it is interesting to note that acetylcholine
has anti-inflammatory actions, and hence, a decrease in the levels
of ACh may further aggravate the inflammatory process and progression
of AD. This “cholinergic anti-inflammatory pathway”
mediated by ACh acts by inhibiting the production of TNF, IL-1,
MIF, and HMGB1 and suppresses the activation of NF-êB expression
(Borovikova LV et al,2000; Pavlov VA and Tracey KJ
,2004; Wang H et al ,2004; Czura CJ et al ,2003).
Conclusion
There is an urgent need for biomarkers to diagnose
neurodegenerative disorders early in like AD, when therapy is
likely to be most effective, and to monitor responses of patients
to new therapies. As research related to this need is currently
most advanced for Alzheimer’s disease, Shaw LM et al (2007) reviewed the focuses on progress in the development and validation
of biomarkers to improve the diagnosis and treatment of AD
and related disorders. It is evident form the preceding discussion
that presenilin-1 (PS-1), presenilin-2 (PS-2), and amyloid precursor protein (APP) play a significant role in the pathogenesis of
Alzheimer’s disease. Missense mutations in APP, PS-1, and PS-2
genes could alter the proteolysis of APP and increase the generation
of Aâ42, whose accumulation as diffuse plaques triggers the
inflammatory responses due to microglial activation and release
of pro-inflammatory cytokines. This is supported by the observation
that plasma and cerebrospinal fluid levels of pro-inflammatory
cytokines: interleukin-1 (IL-1) and tumor necrosis factor-á
(TNF-á) are increased in patients with Alzheimer’s disease
(Cacabelos R et al,1991; Fillit H et al ,1991; Chao CC et al,1994).
Systemic injection of IL-1 decreased extracellular acetylcholine in
the hippocampus suggesting that increased concentrations of
IL-1 in patients with Alzheimer’s disease could be responsible for
lowered cerebral acetylcholine levels seen. In addition, IL-1 stimulates
the beta-amyloid precursor protein promoter, which is processed
out of the larger amyloid precursor protein (APP), which is
found in the form of amyloid plaques in the brains of Alzheimer’s
diseased patients. Furthermore, receptors of IL-1 are on APP mRNA
positive cells and its ability to promote APP gene expression suggests
that IL-1 plays an important role in Alzheimer’s disease
(Donnelly RJ,1990; Blume AJ and Vitek MP,1989). The involvement
of inflammatory process in the pathogenesis of Alzheimer’s
disease is further supported by the observation that inhibition or
neutralizing the actions of TNF-á could be of benefit to these
patients (Tobinick E et al,2006; Rosenberg PB,2006). These evidences
and the results of the bioinformatics study reported here
strongly suggest that PS-1, PS-2 and APP play a dominant role in
the pathogenesis of AD by inducing a pro-inflammatory state.
Acknowledgment
Authors Thankful to partial financial support
from IIT up gradation grants of AUC E(A).
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