Evolutionary analysis of apolipoprotein E by Maximum Likelihood and complex network methods

Abstract Apolipoprotein E (apo E) is a human glycoprotein with 299 amino acids, and it is a major component of very low density lipoproteins (VLDL) and a group of high-density lipoproteins (HDL). Phylogenetic studies are important to clarify how various apo E proteins are related in groups of organi...

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Main Authors: Leandro de Jesus Benevides, Daniel Santana de Carvalho, Roberto Fernandes Silva Andrade, Gilberto Cafezeiro Bomfim, Flora Maria de Campos Fernandes
Format: Article
Language:English
Published: Sociedade Brasileira de Genética
Series:Genetics and Molecular Biology
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572016000400665&lng=en&tlng=en
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spelling doaj-781e94dc5186416ca650bc7db49a133b2020-11-25T02:31:30ZengSociedade Brasileira de GenéticaGenetics and Molecular Biology1678-468539466567310.1590/1678-4685-gmb-2015-0164S1415-47572016000400665Evolutionary analysis of apolipoprotein E by Maximum Likelihood and complex network methodsLeandro de Jesus BenevidesDaniel Santana de CarvalhoRoberto Fernandes Silva AndradeGilberto Cafezeiro BomfimFlora Maria de Campos FernandesAbstract Apolipoprotein E (apo E) is a human glycoprotein with 299 amino acids, and it is a major component of very low density lipoproteins (VLDL) and a group of high-density lipoproteins (HDL). Phylogenetic studies are important to clarify how various apo E proteins are related in groups of organisms and whether they evolved from a common ancestor. Here, we aimed at performing a phylogenetic study on apo E carrying organisms. We employed a classical and robust method, such as Maximum Likelihood (ML), and compared the results using a more recent approach based on complex networks. Thirty-two apo E amino acid sequences were downloaded from NCBI. A clear separation could be observed among three major groups: mammals, fish and amphibians. The results obtained from ML method, as well as from the constructed networks showed two different groups: one with mammals only (C1) and another with fish (C2), and a single node with the single sequence available for an amphibian. The accordance in results from the different methods shows that the complex networks approach is effective in phylogenetic studies. Furthermore, our results revealed the conservation of apo E among animal groups.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572016000400665&lng=en&tlng=enApolipoprotein Ephylogenycomplex networkMaximum Likelihood
collection DOAJ
language English
format Article
sources DOAJ
author Leandro de Jesus Benevides
Daniel Santana de Carvalho
Roberto Fernandes Silva Andrade
Gilberto Cafezeiro Bomfim
Flora Maria de Campos Fernandes
spellingShingle Leandro de Jesus Benevides
Daniel Santana de Carvalho
Roberto Fernandes Silva Andrade
Gilberto Cafezeiro Bomfim
Flora Maria de Campos Fernandes
Evolutionary analysis of apolipoprotein E by Maximum Likelihood and complex network methods
Genetics and Molecular Biology
Apolipoprotein E
phylogeny
complex network
Maximum Likelihood
author_facet Leandro de Jesus Benevides
Daniel Santana de Carvalho
Roberto Fernandes Silva Andrade
Gilberto Cafezeiro Bomfim
Flora Maria de Campos Fernandes
author_sort Leandro de Jesus Benevides
title Evolutionary analysis of apolipoprotein E by Maximum Likelihood and complex network methods
title_short Evolutionary analysis of apolipoprotein E by Maximum Likelihood and complex network methods
title_full Evolutionary analysis of apolipoprotein E by Maximum Likelihood and complex network methods
title_fullStr Evolutionary analysis of apolipoprotein E by Maximum Likelihood and complex network methods
title_full_unstemmed Evolutionary analysis of apolipoprotein E by Maximum Likelihood and complex network methods
title_sort evolutionary analysis of apolipoprotein e by maximum likelihood and complex network methods
publisher Sociedade Brasileira de Genética
series Genetics and Molecular Biology
issn 1678-4685
description Abstract Apolipoprotein E (apo E) is a human glycoprotein with 299 amino acids, and it is a major component of very low density lipoproteins (VLDL) and a group of high-density lipoproteins (HDL). Phylogenetic studies are important to clarify how various apo E proteins are related in groups of organisms and whether they evolved from a common ancestor. Here, we aimed at performing a phylogenetic study on apo E carrying organisms. We employed a classical and robust method, such as Maximum Likelihood (ML), and compared the results using a more recent approach based on complex networks. Thirty-two apo E amino acid sequences were downloaded from NCBI. A clear separation could be observed among three major groups: mammals, fish and amphibians. The results obtained from ML method, as well as from the constructed networks showed two different groups: one with mammals only (C1) and another with fish (C2), and a single node with the single sequence available for an amphibian. The accordance in results from the different methods shows that the complex networks approach is effective in phylogenetic studies. Furthermore, our results revealed the conservation of apo E among animal groups.
topic Apolipoprotein E
phylogeny
complex network
Maximum Likelihood
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-47572016000400665&lng=en&tlng=en
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