INTRODUCTION
Avian influenza is caused by viral infection of Orthomyxoviridae
family in the influenza virus A genus. This virus was originally recognised
only as the causative agent of fowl plague in 1955. However, in the last
few years, the occurrence of highly pathogenic avian influenza A (H5N1)
virus also began to threaten human safety after fowl to human transfection
cases (Kawaoka et al., 1989) and was reported to increase (Horimoto
and Kawaoka, 2001). This problem arises due to the virus tendency to mutate
and recombine with genetical material of other influenza virus (Anwar
et al., 2006; Ungchusak et al., 2005). Very limited human-to-human
transmission of the H5N1 strain was documented in healthcare workers and
family members with contact (Katz Jacqueline et al., 1999; Bridges
et al., 2000). For the same reason, some experts are now even fearing
the worst possibility of another new strain that might be capable of human
to human transfection.
In a recent case of avian influenza outbreak in the Indonesian Province
of Banten, several members of a certain family were infected by a presumably
new strain of this virus. Some suspected who might actually be the first
case of human to human transfection as some of the family members could
not recall having direct contact with fowls. This present study is an
effort to settle this claim by conducting series of in silico
examination on the Banten Province strain`s haemagglutinin and neuraminidase
amino acid sequences. It is expected that may reveal the specific mutation
sites of the strain and altering of antigenicity, specificity and pathogenicity
of the virus (Glaser et al., 2005). As is the case of the most
viruses, these three altering parameters are strong indications of a new
strain. The reasons for choosing haemagglutinin and neuraminidase for
this study are (1) both are well-known as antigenic macromolecules, (2)
haemagglutinin`s participation in binding to the host cell is strongly
connected to specificity and (3) neuraminidase is a virulence factor.
Haemagglutinin and neuraminidase amino acid sequences of the Banten Province
strain (A/Indonesia/CDC1032/2007/(H5N1)) are readily available at the
Los Alamos National Laboratory website. Both were examined for conserved
region, mutation sites, secondary structural change, hydrophobicity and
post-translational modification behaviour. These were later subjected
to homology modelling and a phylogenetic tree analysis was conducted to
check the strain`s relationship to other strains.
MATERIALS AND METHODS
This in silico study was conducted in 2007 at the Laboratory
of Bioinformatics, Department of Chemistry, Faculty of Science, University
of Indonesia.
Haemagglutinin and Neuraminidase of Influenza A Virus Sub-Type H5N1
of A/Indonesia/CDC1032/2007 Strain
Haemagglutinin and neuraminidase amino acid sequence of influenza
A virus sub-type H5N1 of A/Indonesia/CDC1032/2007 was downloaded in GenBank
Flat File (GBFF) format at Los Alamos National Laboratory website (http://www.ncbi.nlm.nih.gov).
Other haemagglutinin and neuraminidase amino acid sequences from Indonesian
influenza A virus sub-type H5N1 isolates were also collected from this
source.
Database Similarity Screening
Amino acid sequences of all Indonesian influenza A (H5N1) virus isolates
were screened for 99-100% homology with A/Indonesia/CDC1032/2007 strain
using online Basic Local Aligment Search Tool (BLAST) for proteins at
National Centre for Biotechnology Information (NCBI) website (http://www.ch.embnet.org/software/BLASTp.html).
Conserved Region Prediction and Mutation Analysis of Influenza A Virus
Sub-Type H5N1 of A/Indonesia/CDC1032/2007 Strain
Conserved region is a similar or identical region of sequences. In
order to find the conserved region, we used a multiple sequence alignment
(MSA) method which aligned three or more biological sequences (protein,
DNA, or RNA) using ClustalW and BioEdit 7.0.1 programs. ClustalW program
is a multiple sequence alignment program which is created by the European
Molecular Biology Laboratory (http://www.ebi.ac.uk/Tools/clustalW/index.html)
and BioEdit 7.0.1 program is a biological sequence alignment editor which
is created by Tom Hall Ibis Biosciences (http://www.mbio.ncsu.edu/BioEdit/BioEdit.html).
ClustalW and BioEdit 7.0.1 programs calculate the best match for the selected
sequences and line them up, so that the identities, similarities and differences
can be seen. The similar of each amino acid or nucleotide are marked by
asteriks (*) and the difference sequences are marked by gab (-). Mutation
analysis was conducted using AminoTrackTM toolbox at http://apps.sbri.org/AminoTrack/.
AminoTrackTM is a web based tool designed to increase the efficiency
with which sequence data is recorded for further analysis. This program
is used to identify mutations in viral proteins as these proteins evolve
during infection (Mahalanabis et al., 2006).
Secondary Structure, Hydrophobicity and Post-Translational Modification
Prediction
Secondary structures were predicted using NNPREDICT at http://www.cmpharm.ucsf.edu/~nomi/nnpredict.html.
Hydrophocity prediction was conducted online using ProtScale at http://expasy.org/tools/ProtScale.html.
Post-translational modifications were searched using ScanProsite at http://expasy.org/tools/ScanProsite.html.
Homology Modeling
Homology modeling was carried out by comparing influenza A virus sub-type
H5N1 of A/Indonesia/CDC1032/2007 strain protein with this available database
at Protein Data Bank.
Phylogenetic Analysis
Phylogene of influenza virus type A (H5N1) was presented using TreeView
program.
RESULTS AND DISCUSSION
Sequence Analysis
Amino acid sequences of influenza A virus sub-type H5N1 of A/Indonesia/CDC1032/2007
strain was downloaded by the GenBank Accession number of ABM90478 for
haemagglutinin sequences and ABM90480 for neuraminidase sequences. The
99-100% homology screening yielded 3 homologs of ABM90478 and 4 homologs
for ABM90480 (Table 1).
Conserved Region Prediction and Mutation Analysis of Influenza A Virus
Sub-Type H5N1 of A/Indonesia/CDC1032/2007 Strain
Conserved regions are determined to be at position 1-552 for haemagglutinin
and at position 1-39, 41-251 and 253-449 for neuraminidase. Point mutations
are observed at position 183, 184, 185, 272 and 309 for haemagglutinin
(Table 2a) and at position 40, 63, 239, 244 and 252
for neuraminidase (Table 2b), however specific mutations
occurring only to A/Indonesia/CDC1032/2007 strain are at position 185,
272 and 309 for haemagglutinin and 244 and 252 for neuraminidase. The
mutation analysis using AminoTrackTM also extracted information
on potential n-glycosylation (PNG and PNG AA) sites. However, none of
the above mentioned specific mutation occurred at any potential n-glycosylation
site. In addition, all mutation, except at position 40 and 252 for neuraminidase,
occurred outside the conserved region.
Secondary Structure, Hydrophobicity and Post-Translational Modification
Prediction
In order to better understand what sort of changes this mutations
possibly might have on the A/Indonesia/CDC1032/2007 strain, secondary
structure, hydrophobicity and post-translational modification in this
mutation site are examined. Secondary structures of haemagglutinin and
neuraminidase amino acids are presented at Table 3.
For haemagglutinin, helix changes into coil structure occur at position
309, while for position 185 and 272, no secondary structure change is
detected. For neuraminidase, coil changes into extended strand structure
at position 244, while for 252, no secondary structure change is detected.
Hydrophobicity is evaluated using ProtScale software. This software displays
the polarity of the initial amino acids and amino acids after the mutation
(Table 4).
Table 1: |
A/Indonesia/CDC1032/2007 (H5N1) strain |
 |
Table 2a: |
Mutation analysis of A/Indonesia/CDC1032/2007(H5N1) strain
haemagglutinin using AminoTrack |
 |
Table 2b: |
Mutation analysis of A/Indonesia/CDC1032/2007 (H5N1) strain
neuraminidase using AminoTrack |
 |
Haemagglutinin sequence at position 185, hydrophobic alanine is replaced
by hydrophilic glutamic acid, resulting in a non-polar into polar transition,
at position 272, glysine is replaced by serine, resulting in non-polar
to polar transition and at position of 309, asparagine is replaced by
serine, resulting the insignificant polar into very slightly more polar
transition. For neuraminidase, both mutations (244 and 252) cause insignificant
change of hydrophobicity. Post-tanslation modification analysis is shown
in Table 5, where no modification is observed to occur
at any of the mutation sites (Table 5).
Table 3: |
Secondary structure prediction of A/Indonesia/CDC1032/2007
(H5N1) strain haemagglutinin and neuraminidase |
 |
Table 4: |
Hydrophobicity prediction of A/Indonesia/CDC1032/2007 (H5N1)
strain |
 |
Table 5: |
Post-translational modification prediction of A/Indonesia/CDC1032/2007
(H5N1) strain |
 |
 |
Homology Modeling
Homology modelling at Swiss-model server yielded PDB 2fk0 for haemagglutinin
and PDB 2hty for neuraminidase. Protein Data Bank database searching revealed
that this virus isolate is still similar in structure to Vietnam isolate
(A/Vietnam/1203/2004 (H5N1)).
Phylogenetic Analysis
Phylogenetic tree analysis places avian influenza A virus sub-type
H5N1 of A/Indonesia/CDC1032/2007 strain in separate cluster to human influenza.
CONCLUSION
Present study revealed that all mutation occur outside the conserved
region, except at position 40 and 252 for neuraminidase. In addition,
there is no post-translational modification occur at any of the mutation
sites. The in silico study cannot prove that A/Indonesia/CDC1032/2007
(H5N1) strain is not a totally new strain. We conclude that the existing
mutations in haemagglutinin and neuraminidase might only be a case of
antigenic drift. Based on the phylogenetic tree analysis and 3-dimensional
homology modelling, the mutation is not significant and an influenza A
(H5N1) virus of Banten Province strain can not spread from human to human.
ACKNOWLEDGMENTS
We would like to thank Dr. Ridla Bakri for his support and comments
on the manuscript. This research was supported by grants from Ministry
of Education (Grant Hibah A3 No. 60/DK-A3/06/2007).