6533b7d4fe1ef96bd1261e7e
RESEARCH PRODUCT
New approach to generating insights for aging research based on literature mining and knowledge integration.
Yeondae KwonYukikazu NatoriMasaru Tanokurasubject
0301 basic medicineAgingAging and Cancerlcsh:MedicineOtologyDeafnessBioinformaticsBiochemistryField (computer science)Database and Informatics MethodsOxidative DamageKnowledge integrationBasic researchDrug DiscoveryMedicine and Health SciencesData MiningPost-Translational Modificationlcsh:ScienceHearing DisordersEnergy-Producing OrganellesGlycationReductionismMultidisciplinaryCancer Risk FactorsMitochondriaKnowledgeOncologyKnowledge baseSocial interestCellular Structures and OrganellesInformation TechnologyResearch ArticleComputer and Information SciencesDrug Research and DevelopmentBioinformaticsBioenergeticsBiologyResearch and Analysis Methods03 medical and health sciencesLead (geology)Research basedHumansPharmacologybusiness.industrylcsh:RBiology and Life SciencesProteinsCell BiologyData science030104 developmental biologyOtorhinolaryngologylcsh:QReactive Oxygen Speciesbusinessdescription
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.
| year | journal | country | edition | language |
|---|---|---|---|---|
| 2017-04-12 | PLoS ONE |