Perfil de beta talassemia heterozigota obtido a partir de análise data mining em banco de dados The profile of beta thalassemia obtained by data mining analysis in a database

<abstract language="eng">Variations in the phenotypic expression of heterozygous beta thalassemia reflect the formation of different populations. To better understand the profile of heterozygous beta-thalassemia of the Brazilian population, we aimed at establishing parameters to dire...

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Main Authors: Ana L. B. Domingos, Lucas A. Granzotto, Edis Belini Junior, Thiago Y. K. Oliveira, Ana C. B. Domingos, Claudia R. Bonini-Domingos
Format: Article
Language:English
Published: Elsevier 2010-02-01
Series:Revista Brasileira de Hematologia e Hemoterapia
Subjects:
Online Access:http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-84842010000100018
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spelling doaj-133c19512f1541eb98c5dc67fceb47c62020-11-24T22:27:52ZengElsevierRevista Brasileira de Hematologia e Hemoterapia1516-84841806-08702010-02-01321787910.1590/S1516-84842010000100018Perfil de beta talassemia heterozigota obtido a partir de análise data mining em banco de dados The profile of beta thalassemia obtained by data mining analysis in a databaseAna L. B. DomingosLucas A. GranzottoEdis Belini JuniorThiago Y. K. OliveiraAna C. B. DomingosClaudia R. Bonini-Domingos<abstract language="eng">Variations in the phenotypic expression of heterozygous beta thalassemia reflect the formation of different populations. To better understand the profile of heterozygous beta-thalassemia of the Brazilian population, we aimed at establishing parameters to direct the diagnosis of carriers and calculate the frequency from information stored in an electronic database. Using a Data Mining tool, we evaluated information on 10,960 blood samples deposited in a relational database. Over the years, improved diagnostic technology has facilitated the elucidation of suspected beta thalassemia heterozygote cases with an average frequency of 3.5% of referred cases. We also found that the Brazilian beta thalassemia trait has classic increases of Hb A2 and Hb F (60%), mainly caused by mutations in beta zero thalassemia, especially in the southeast of the country.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-84842010000100018Data miningbeta thalassemia traitbioinformaticsgenetic diversity
collection DOAJ
language English
format Article
sources DOAJ
author Ana L. B. Domingos
Lucas A. Granzotto
Edis Belini Junior
Thiago Y. K. Oliveira
Ana C. B. Domingos
Claudia R. Bonini-Domingos
spellingShingle Ana L. B. Domingos
Lucas A. Granzotto
Edis Belini Junior
Thiago Y. K. Oliveira
Ana C. B. Domingos
Claudia R. Bonini-Domingos
Perfil de beta talassemia heterozigota obtido a partir de análise data mining em banco de dados The profile of beta thalassemia obtained by data mining analysis in a database
Revista Brasileira de Hematologia e Hemoterapia
Data mining
beta thalassemia trait
bioinformatics
genetic diversity
author_facet Ana L. B. Domingos
Lucas A. Granzotto
Edis Belini Junior
Thiago Y. K. Oliveira
Ana C. B. Domingos
Claudia R. Bonini-Domingos
author_sort Ana L. B. Domingos
title Perfil de beta talassemia heterozigota obtido a partir de análise data mining em banco de dados The profile of beta thalassemia obtained by data mining analysis in a database
title_short Perfil de beta talassemia heterozigota obtido a partir de análise data mining em banco de dados The profile of beta thalassemia obtained by data mining analysis in a database
title_full Perfil de beta talassemia heterozigota obtido a partir de análise data mining em banco de dados The profile of beta thalassemia obtained by data mining analysis in a database
title_fullStr Perfil de beta talassemia heterozigota obtido a partir de análise data mining em banco de dados The profile of beta thalassemia obtained by data mining analysis in a database
title_full_unstemmed Perfil de beta talassemia heterozigota obtido a partir de análise data mining em banco de dados The profile of beta thalassemia obtained by data mining analysis in a database
title_sort perfil de beta talassemia heterozigota obtido a partir de análise data mining em banco de dados the profile of beta thalassemia obtained by data mining analysis in a database
publisher Elsevier
series Revista Brasileira de Hematologia e Hemoterapia
issn 1516-8484
1806-0870
publishDate 2010-02-01
description <abstract language="eng">Variations in the phenotypic expression of heterozygous beta thalassemia reflect the formation of different populations. To better understand the profile of heterozygous beta-thalassemia of the Brazilian population, we aimed at establishing parameters to direct the diagnosis of carriers and calculate the frequency from information stored in an electronic database. Using a Data Mining tool, we evaluated information on 10,960 blood samples deposited in a relational database. Over the years, improved diagnostic technology has facilitated the elucidation of suspected beta thalassemia heterozygote cases with an average frequency of 3.5% of referred cases. We also found that the Brazilian beta thalassemia trait has classic increases of Hb A2 and Hb F (60%), mainly caused by mutations in beta zero thalassemia, especially in the southeast of the country.
topic Data mining
beta thalassemia trait
bioinformatics
genetic diversity
url http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-84842010000100018
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