Title:
METHOD AND DEVICE FOR ANALYZING RELATIONSHIP BETWEEN DRUG AND PROTEIN
Document Type and Number:
WIPO Patent Application WO/2017/135496
Kind Code:
A1
Abstract:
The present invention relates to a method for analyzing the relationship between a drug and a protein and a device for same. Also, the present invention relates to drug repositioning. A method for analyzing the relationship between a drug and a protein, according to an embodiment of the present invention, can comprise: a protein location information inputting step for, with respect to a learning data set comprising one or more combined data items of a drug and a protein which are correlated, receiving an input of protein location information indicating the intracellular location of the protein comprised in the learning data set; and a classifier learning step for, on the basis of the protein feature information of the protein comprising the protein location information and the drug feature information of the drug, learning a classifier for determining the correlation between the drug and the protein by means of the learning data set.
Inventors:
PARK SANG HYUN (KR)
YEU YUN KU (KR)
YOON YOUNG MI (KR)
YEU YUN KU (KR)
YOON YOUNG MI (KR)
Application Number:
PCT/KR2016/001872
Publication Date:
August 10, 2017
Filing Date:
February 25, 2016
Export Citation:
Assignee:
UNIV-INDUSTRY FOUNDATION(UIF) YONSEI UNIV (KR)
International Classes:
G06N20/00; G16B15/30
Domestic Patent References:
| WO2015013367A1 | 2015-01-29 |
Foreign References:
| KR20150008179A | 2015-01-21 | |||
| KR20130065340A | 2013-06-19 |
Other References:
YEU, YUN KU ET AL.: "A Research on Effects of Protein Localization in Drug Repositioning", KOREAN INSTITUTE OF INFORMATION SCIENTISTS AND ENGINEERS, PROCEEDINGS OF KOREA COMPUTER CONGRESS 2014, 2014, pages 270 - 272
YEU: "Protein localization vector propagation: a method for improving the accuracy of drug repositioning", MOLECULAR BIOSYSTEMS, vol. 11, no. 7, 2015, pages 2096 - 2102, XP055600593
YEU: "Protein localization vector propagation: a method for improving the accuracy of drug repositioning", MOLECULAR BIOSYSTEMS, vol. 11, no. 7, 2015, pages 2096 - 2102, XP055600593
Attorney, Agent or Firm:
WOOIN PATENT & LAW FIRM (KR)
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