Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1783257687187783680 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5560588 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kwonyeondae newapproachtogeneratinginsightsforagingresearchbasedonliteratureminingandknowledgeintegration AT natoriyukikazu newapproachtogeneratinginsightsforagingresearchbasedonliteratureminingandknowledgeintegration AT tanokuramasaru newapproachtogeneratinginsightsforagingresearchbasedonliteratureminingandknowledgeintegration |