
COMPARATIVE ANALYSIS OF GENES
ASSOCIATED WITH OBESITY IN HUMANS
USING BIOINFORMATIC DATA AND TOOLS Musliji ZS1, Pollozhani AK1, Lisichkov K2, Deligios M3, Popovski ZT2,4,* *Corresponding Author: Professor Zoran T. Popovski, Ph.D., Department of Biochemistry and
Genetic Engineering, Faculty of Agriculture and Food Sciences, Bld “Aleksandar Makedonski,” bb
PB 297, 1000 Skopje, Republic of North Macedonia. Tel: +389-70-252-731. Fax: +389-2-3134-310.
E-mail: zoran_ popovski@yahoo.com page: 35
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RESULTS
Using the data obtained through NCBI, the FTO,
PPARG, ADRB3 and FABP2 genes are characterized and
an ontological table is created (Table 1). This table summarizes
the key information about these genes including
name, location, function, etc.
As seen in Table 1, the four genes are in different loci.
Homology is evident among similar species, with minor
differences. These genes have various functions, however
what they have in common is their contribution to the
increase in energy intake, i.e., their contribution to overweight
and obesity. We also see a link in the last column
where all genes, in addition to other diseases, play a role
in obesity-related disorders, such as metabolic disorders,
weight-related disorders, and others.
In the second part of this research, all genes are analyzed
by comparing three species of organisms, Homo sapiens (human), Mus musculus (mouse) and Gallus
(chicken). As a result, an ontological table has been created
and is shown in Table 2. The same four genes are found in
the three types of organisms. The location of these genes
differs in all except for the ADRB3 gene, where we see
the same location (chromosome 8) in both Homo sapiens
and Mus musculus.
The evolutionary relationship of organisms and genetic
linkage for each gene is done separately by constructing
a phylogenetic tree using MEGA X. The style of the
trees we have used is the traditional and rectangular type.
Figure 1 shows the analysis of the FTO gene. The
evolutionary history was inferred using the NJ method
[13]. The evolutionary distances were computed using
Maximum Composite Likelihood method [14] and are
in units of the number of base substitutions per site. This
analysis involved six nucleotide sequences. All ambiguous
positions were removed for each sequence pair. There was
a total of 1625 positions in the final dataset.
The six selected homologs are human (Homo sapiens),
bonobo (Pan paniscus), gelada (Theropithecus
gelada), olive baboon (Papio anubis), black snub-nosed
monkey, gorilla (Gorilla), and the marmoset (Callithrix
jacchus). We used BLAST analysis to select five homologs
of homo sapiens. The six alignments were made using
MEGA X. From the constructed tree (Figure 1), we see that the
more distantly related to human FTO gene is the marmoset
FTO gene (Callithrix jacchus). Less distantly related
(closer relative) to the human FTO gene is the bonobo
FTO gene (Pan paniscus).
Figure 2 shows the phylogenetic tree of the PPARG
gene. There was a total of 1199 positions in the final
dataset. Six homologs were selected using BLAST, human
(Homo sapiens), gorilla (Gorilla), orangutan (Pongo
abeii), the sooty mangabey (Cerocebus atys), marmoset
(Callithrix jacchus) and Nancy Ma’s night monkey (Aotus
nancymaae), which is a night monkey species from South
America. From the results of the constructed tree (Figure
2), we see that the more distantly related to the human
PPARG gene sequence are the marmoset (Callithrix jacchus)
and Nancy Ma’s night monkey PPARG genes (Aotus
nancymaae). Less distantly related to the human PPARG
gene is the PPARG gene of the gorilla.
Figure 3 shows the phylogenetic tree of the ADRB3
gene. From the BLAST results, this gene was also present
in more different species from which six homologs were
selected. All ambiguous positions were removed for each
sequence pair. There was a total of 1234 positions in the
final dataset. The six selected homologs are the chimpanzee
(Pan troglodytes), gorilla (Gorilla), human (Homo
sapiens), cattle (Bos taurus), the water buffalo (Bubalus
bubalis), and the cat (Felis catus). From the evolutionary
analyses (Figure 3), we see that the more distantly related
to the human ADRB3 gene is the cat ADRB3 gene (Felis
catus). Less distantly related are the chimpanzee (Pan
troglodytes) and gorilla (Gorilla).
Figure 4 shows the phylogenetic tree of the FABP2
gene. Six homologs were selected, the wild Bactrian camel
(Camelus ferus), dog (Canis lupus familiaris), the leopard
(Panthera pardus), human (Homo sapiens), gorilla
(Gorilla) and the sheep (Ovis aries). This analysis involved
six nucleotide sequences. All ambiguous positions were
removed for each sequence pair. There was a total of 351
positions in the final dataset. From the results of the constructed
tree, we see that the less distantly related to the
human is the gorilla. More distantly related are the sheep
(Ovis aeirs) and camel (Camelus ferus) species.
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