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Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature

Comorbid states of diseases significantly complicate diagnosis and treatment. Molecular mechanisms of comorbid states of asthma and hypertension are still poorly understood. Prioritization is a way for identifying genes involved in complex phenotypic traits. Existing methods of prioritization consid...

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Autores principales: Saik, Olga V., Demenkov, Pavel S., Ivanisenko, Timofey V., Bragina, Elena Yu., Freidin, Maxim B., Dosenko, Victor E., Zolotareva, Olga I., Choynzonov, Evgeniy L., Hofestaedt, Ralf, Ivanisenko, Vladimir A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: De Gruyter 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6348743/
https://www.ncbi.nlm.nih.gov/pubmed/30864351
http://dx.doi.org/10.1515/jib-2018-0054
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author Saik, Olga V.
Demenkov, Pavel S.
Ivanisenko, Timofey V.
Bragina, Elena Yu.
Freidin, Maxim B.
Dosenko, Victor E.
Zolotareva, Olga I.
Choynzonov, Evgeniy L.
Hofestaedt, Ralf
Ivanisenko, Vladimir A.
author_facet Saik, Olga V.
Demenkov, Pavel S.
Ivanisenko, Timofey V.
Bragina, Elena Yu.
Freidin, Maxim B.
Dosenko, Victor E.
Zolotareva, Olga I.
Choynzonov, Evgeniy L.
Hofestaedt, Ralf
Ivanisenko, Vladimir A.
author_sort Saik, Olga V.
collection PubMed
description Comorbid states of diseases significantly complicate diagnosis and treatment. Molecular mechanisms of comorbid states of asthma and hypertension are still poorly understood. Prioritization is a way for identifying genes involved in complex phenotypic traits. Existing methods of prioritization consider genetic, expression and evolutionary data, molecular-genetic networks and other. In the case of molecular-genetic networks, as a rule, protein-protein interactions and KEGG networks are used. ANDSystem allows reconstructing associative gene networks, which include more than 20 types of interactions, including protein-protein interactions, expression regulation, transport, catalysis, etc. In this work, a set of genes has been prioritized to find genes potentially involved in asthma and hypertension comorbidity. The prioritization was carried out using well-known methods (ToppGene and Endeavor) and a cross-talk centrality criterion, calculated by analysis of associative gene networks from ANDSystem. The identified genes, including IL1A, CD40LG, STAT3, IL15, FAS, APP, TLR2, C3, IL13 and CXCL10, may be involved in the molecular mechanisms of comorbid asthma/hypertension. An analysis of the dynamics of the frequency of mentioning the most priority genes in scientific publications revealed that the top 100 priority genes are significantly enriched with genes with increased positive dynamics, which may be a positive sign for further studies of these genes.
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spelling pubmed-63487432019-01-28 Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature Saik, Olga V. Demenkov, Pavel S. Ivanisenko, Timofey V. Bragina, Elena Yu. Freidin, Maxim B. Dosenko, Victor E. Zolotareva, Olga I. Choynzonov, Evgeniy L. Hofestaedt, Ralf Ivanisenko, Vladimir A. J Integr Bioinform Research Article Comorbid states of diseases significantly complicate diagnosis and treatment. Molecular mechanisms of comorbid states of asthma and hypertension are still poorly understood. Prioritization is a way for identifying genes involved in complex phenotypic traits. Existing methods of prioritization consider genetic, expression and evolutionary data, molecular-genetic networks and other. In the case of molecular-genetic networks, as a rule, protein-protein interactions and KEGG networks are used. ANDSystem allows reconstructing associative gene networks, which include more than 20 types of interactions, including protein-protein interactions, expression regulation, transport, catalysis, etc. In this work, a set of genes has been prioritized to find genes potentially involved in asthma and hypertension comorbidity. The prioritization was carried out using well-known methods (ToppGene and Endeavor) and a cross-talk centrality criterion, calculated by analysis of associative gene networks from ANDSystem. The identified genes, including IL1A, CD40LG, STAT3, IL15, FAS, APP, TLR2, C3, IL13 and CXCL10, may be involved in the molecular mechanisms of comorbid asthma/hypertension. An analysis of the dynamics of the frequency of mentioning the most priority genes in scientific publications revealed that the top 100 priority genes are significantly enriched with genes with increased positive dynamics, which may be a positive sign for further studies of these genes. De Gruyter 2018-12-25 /pmc/articles/PMC6348743/ /pubmed/30864351 http://dx.doi.org/10.1515/jib-2018-0054 Text en ©2018, Olga V. Saik et al., published by Walter de Gruyter GmbH, Berlin/Boston http://creativecommons.org/licenses/by-nc-nd/4.0 This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
spellingShingle Research Article
Saik, Olga V.
Demenkov, Pavel S.
Ivanisenko, Timofey V.
Bragina, Elena Yu.
Freidin, Maxim B.
Dosenko, Victor E.
Zolotareva, Olga I.
Choynzonov, Evgeniy L.
Hofestaedt, Ralf
Ivanisenko, Vladimir A.
Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature
title Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature
title_full Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature
title_fullStr Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature
title_full_unstemmed Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature
title_short Search for New Candidate Genes Involved in the Comorbidity of Asthma and Hypertension Based on Automatic Analysis of Scientific Literature
title_sort search for new candidate genes involved in the comorbidity of asthma and hypertension based on automatic analysis of scientific literature
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6348743/
https://www.ncbi.nlm.nih.gov/pubmed/30864351
http://dx.doi.org/10.1515/jib-2018-0054
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