Research Article (Open access) |
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Int. J. Life. Sci. Scienti. Res.,
3(3):
1039-1046,
May 2017
Computational
Analysis of BACE1 Involved in Alzheimer’s disease Using Zebrafish (Danio rerio) as A Model
Nilofer K Shaikh*,
Sana. A. Shaikh
Department of Bioinformatics, Walchand
College of Arts and Science Solapur,
Maharashtra, India
*Address
of Correspondence: Sana.A. Shaikh,
Associate Professor, Department of Bioinformatics, Walchand College of
Arts and Science Solapur, Maharashtra, India
Abstract-
Beta-site amyloid precursor protein cleaving enzyme
(BACE-1) is a single-membrane protein belongs to the aspartyl
protease class of catabolic enzymes. This enzyme involved in the processing of
the amyloid precursor protein (APP). The cleavage of
APP by BACE-1 is the rate-limiting step in the amyloid
cascade leading to the production of two peptide fragments Ab40 and Ab42.
Inhibition of BACE-1 is expected to stop amyloid
plaque formation and emerged as an interesting and attractive therapeutic
target for Alzheimer’s disease. The Zebrafish (Danio rerio) has been established as an
excellent vertebrate model for the study of developmental biology and gene
function. Zebrafish possess genes orthologous to
those mutated in familial Alzheimer’s disease and research using Zebrafish has
revealed unique characteristics of these genes that have been difficult to
observe in rodent models. We were identified and described the expression
of BACE-1, the Zebrafish otology of human BACE-1. Computational approach was
used to identify the molecular chemical features required for the inhibition of
BACE-1 enzyme. Despite its potential, only few compounds targeting BACE-1 have
entered the clinical trials. In this study, we investigated that Cibacron Blue functioned as an inhibitor and was retrieved
from Pubchem database at NCBI. This paper also deals
with the binding mechanism of Cibacron Blue with
BACE-1 through molecular docking coupled with molecular dynamics simulations.
The computational analyses revealed that hydrophobic contact is a major
contributing factor to the binding of Cibacron Blue
with BACE-1.
Keyword: Amyloid precursor protein (APP), BACE-1, Molecular Docking,
Zebrafish, Cibacron Blue
Introduction-
Alzheimer's
disease (AD) is the most common form of neurodegerative
disease [1]. .AD is
characterized by progressive memory loss and can include impairment of speech
and motor ability, depression, delusions, hallucinations, aggressive behavior
and, ultimately, increasing dependence upon others before death.BACE1
expression is tightly regulated at the level of transcription and translation [2].
It was reported that a G/C polymorphism in exon 5 of
the BACE-1gene might be associated with some sporadic cases of AD .Although
genetic analyses from our and other laboratories have failed to uncover any
mutation in the BACE-1coding sequence or any disease-associated SNP in its
promoter region in AD patients, increased β-secretase
levels and activity have been reported in AD [3]. BACE-1 levels were
elevated in neurons around plaques. BACE-1mRNA levels tended to increase
as miR-107 levels decreased in the progression of AD [4]. We were
reported that hypoxia, a common vascular component among AD risk factors,
increased BACE-1 expression, resulting in both increased Aβ
deposition and memory deficits in AD transgenic mice [5]. Recently
we found that both NF-κB and BACE-1 levels were
increased in sporadic AD patients, and NF-κB
facilitated BACE1 gene expression and APP processing. Thus,
increased BACE-1 expression by NF-κB Pubchem database signaling in the brain could be one of the
mechanisms underlying AD development [6]. Together these studies
indicate that BACE-1 deregulation plays an important role in AD pathogenesis [7].
Zebrafish as a model for AD has been use and of the Zebrafish brain and a
better characterization of the injury caused by alterations in the major
neurotransmitter systems are needed [8-9]. Despite the progress in
this field, we still need a better understanding of AD, which supports the
growing importance of further innovative research using experimental models of neuro-degeneration [10]. Alzheimer's disease is the major cause of senile dementia, flewing out 10% of 65 years old and 50% of 85 years old
global population [11-12]. The major fisiopathologic
characteristics of Alzheimer's disease are the deposition of extracellular neuritic plaques and the presence of intracellular neurofibrillary tangles in memory-related areas of the
brain [13]. The plaques are composed by the β-amyloid peptide with 40 or 42 residues, result from
hydrolysis of the amyloid precursor protein by the
β-secretase 1 (BACE-1) on the amyloidogenic pathway, that begins with the BACE-1 and
which inhibition is considered one of the most promising treatments available
of Alzheimer's disease[14-15].
Material and Methods
Protein
Sequence Retrieval: National
Center for Biotechnology Information(www.ncbi.nih.nlm.gov/)
database provides a protein sequence database for characterization and analysis
of protein sequences. The BACE1 protein sequences of Homo sapiens and Danio
rerio were retrieved from protein database at
NCBI. The sequences were further prepared in FASTA format for the
characterization.
Characterization
of the BACE1: The two sequences were subjected to
PROTPARAM tool at EXPASY server for the predicting the physicochemical
parameters of both sequences. The physicochemical analysis were calculated by ProtParam tool (http://web.expasy.org/protparam/),
including pI, total number of negatively and
positively charged residues, the instability index (II), aliphatic index, and
grand average of hydrophilic (GRAVY).
Secondary
structure prediction: These condary structures were predicated by SOPMA tool of BACE1
in human and Zebrafish. Secondary structure prediction was
performed by using SOPMA [16] server (https://npsa-prabi.ibcp.fr/cgi-bin/npsa_automat.pl?page=npsa_sopma.html).SOPMA
is using homologue method of Levin etal.According to this method, short homologous sequence of
amino acids will tend to form similar secondary structure.
Protein
and ligand Preparation:
The FASTA format protein sequence was subjected to SWISS Model server (http://swiss-model.expasy.org/)
for predicting the templates for the BACE-1 sequence. The target template
alignment and final 3D structure were predicted.
Molecular
Docking studies: The predicted 3D structure was docked
with specific inhibitor retrieved from Pubchem
database and the binding energies and efficiency were studied using HEX
software. The new version of HEX 8.2 server. It is offline and also online but
we have done offline.
RESULTS AND DISCUSSION
Protein Sequence Retrieval- Protein
sequence of BACE1was retrieved from NCBI database, it is 501aa long in human
and 505aa long in Danio rerio.
Characterization
of the BACE1- The physicochemical
analysis of both the protein was performed using Protparam
and results were shown in Table 1.This
protein had amino acids with molecular weight. Protparamtool computed that the Theoretical pi
of protein nature and Instability index of the protein which represents protein
stability. The GRAVY, index protein the total number of positively charged
residues and the total number of negatively charged residues.
Table 1: Physico-chemical analysis of both Human and Danio rerio
Number of
amino acids |
505 |
501 |
Molecular weight |
55661.4 |
55823.8 |
Theoretical pI |
6.19 |
5.31 |
Total number of negatively charged
residues (Asp+Glu) |
46 |
55 |
Total number of positively charged
residues (Arg+Lys) |
41 |
42 |
Total number of atoms |
7743 |
7801 |
Instability index |
48.35 |
43.85 |
Aliphatic index |
86.32 |
88.14 |
GRAVY |
-0.015 |
-0.056 |
Secondary
structure prediction: The secondary structure of the protein
was predicted using SOPMA server Table 2 and Table 3. It was observed that
random coil, alpha helix, extended strand Random coils have important functions
in proteins for flexibility and conformational changes such as enzymatic
turnover as it is shown in the (Graph 1 and Graph 2) (Buxbaum,
2007)[12].
Table 2: Secondary structure prediction
Alpha helix (Hh) |
147 |
29.34% |
310 helix (Gg) |
0 |
0.00% |
Pi helix (Ii) |
0 |
0.00% |
Beta bridge (Bb) |
0 |
0.00% |
Extended strand (Ee) |
125 |
24.95% |
Beta turn (Tt) |
62 |
12.38% |
Bend region (Ss) |
0 |
0.00% |
Random coil (Cc) |
167 |
33.33% |
Table 3: Secondary structure prediction
Alpha
helix (Hh) |
133 |
26.34% |
310
helix (Gg) |
0 |
0.00% |
Pi
helix (Ii) |
0 |
0.00% |
Beta
bridge (Bb) |
0 |
0.00% |
Extended
strand (Ee) |
138 |
27.33% |
Beta
turn (Tt) |
49 |
9.70% |
Bend region (Ss) |
0 |
0.00% |
Random
coil (Cc) |
185 |
36.63% |
Secondary Structure Predication:
The
Secondary Structure Predication of Homo sapiens
Graph
1: Showing the number of Secondary
structure of the protein
The Secondary Structure Predication of Danio
rerio
Graph
2: Showing the number ofSecondary structure of the protein
Protein and ligand Preparation: Protein and ligand werepreparedby
subjected to SWISS Model server for predicting the templates for the BACE1
sequence. The target template alignment and final 3D structure were predicted
by Hex 8.6 version.
Molecular Docking
studies: The predicate 3D structures were docked with Cibacron Blue compound and it show Binding
Energy with respective to Homo sapiens in the "Fig. 1", "Fig. 2" and -352.5 with
respective Danio rerio as shown in the "Fig. 3", "Fig.4 ".
Docking
Studies:
CONCLUSION-
The sequence annotation of primary sequence of BACE1
in Homo sapiens and Danio rerio
was performed for further sequence analyses. According to literature conserding BACE-1 as a target some drugs were screened againsed targate using Pubchem. Cibacron Blue show a potential inhibitor againsed BACE-1 the docking analyzed revealed that
hydrophobic contact is major contributing factor to binding of Cibacron Blue with BACE-1.Hence,itis invested that Cibacron Blue functioned as an inhibitor for
BACE-1.
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