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New approach to generating insights for aging research based on literature mining and knowledge integration

The proportion of the elderly population in most countries worldwide is increasing dramatically. Therefore, social interest in the fields of health, longevity, and anti-aging has been increasing as well. However, the basic research results obtained from a reductionist approach in biology and a bioin...

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Detalles Bibliográficos
Autores principales: Kwon, Yeondae, Natori, Yukikazu, Tanokura, Masaru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5560588/
https://www.ncbi.nlm.nih.gov/pubmed/28817730
http://dx.doi.org/10.1371/journal.pone.0183534
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author Kwon, Yeondae
Natori, Yukikazu
Tanokura, Masaru
author_facet Kwon, Yeondae
Natori, Yukikazu
Tanokura, Masaru
author_sort Kwon, Yeondae
collection PubMed
description The proportion of the elderly population in most countries worldwide is increasing dramatically. Therefore, social interest in the fields of health, longevity, and anti-aging has been increasing as well. However, the basic research results obtained from a reductionist approach in biology and a bioinformatic approach in genome science have limited usefulness for generating insights on future health, longevity, and anti-aging-related research on a case by case basis. We propose a new approach that uses our literature mining technique and bioinformatics, which lead to a better perspective on research trends by providing an expanded knowledge base to work from. We demonstrate that our approach provides useful information that deepens insights on future trends which differs from data obtained conventionally, and this methodology is already paving the way for a new field in aging-related research based on literature mining. One compelling example of this is how our new approach can be a useful tool in drug repositioning.
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spelling pubmed-55605882017-08-25 New approach to generating insights for aging research based on literature mining and knowledge integration Kwon, Yeondae Natori, Yukikazu Tanokura, Masaru PLoS One Research Article The proportion of the elderly population in most countries worldwide is increasing dramatically. Therefore, social interest in the fields of health, longevity, and anti-aging has been increasing as well. However, the basic research results obtained from a reductionist approach in biology and a bioinformatic approach in genome science have limited usefulness for generating insights on future health, longevity, and anti-aging-related research on a case by case basis. We propose a new approach that uses our literature mining technique and bioinformatics, which lead to a better perspective on research trends by providing an expanded knowledge base to work from. We demonstrate that our approach provides useful information that deepens insights on future trends which differs from data obtained conventionally, and this methodology is already paving the way for a new field in aging-related research based on literature mining. One compelling example of this is how our new approach can be a useful tool in drug repositioning. Public Library of Science 2017-08-17 /pmc/articles/PMC5560588/ /pubmed/28817730 http://dx.doi.org/10.1371/journal.pone.0183534 Text en © 2017 Kwon et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kwon, Yeondae
Natori, Yukikazu
Tanokura, Masaru
New approach to generating insights for aging research based on literature mining and knowledge integration
title New approach to generating insights for aging research based on literature mining and knowledge integration
title_full New approach to generating insights for aging research based on literature mining and knowledge integration
title_fullStr New approach to generating insights for aging research based on literature mining and knowledge integration
title_full_unstemmed New approach to generating insights for aging research based on literature mining and knowledge integration
title_short New approach to generating insights for aging research based on literature mining and knowledge integration
title_sort new approach to generating insights for aging research based on literature mining and knowledge integration
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5560588/
https://www.ncbi.nlm.nih.gov/pubmed/28817730
http://dx.doi.org/10.1371/journal.pone.0183534
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