Title:
METHOD FOR DETERMINING AGE BY USING MICROBIOME
Document Type and Number:
WIPO Patent Application WO/2023/229279
Kind Code:
A1
Abstract:
The present invention relates to a method and system for predicting age by using a microbiome, wherein a prediction terminal can use a pre-trained age prediction model and output one or more of age, an age comparison result value, and a customized prescription, and the age prediction model selects, as variables, microorganisms that show a clear correlation with age and selects only microbial variables that have an actual effect on determining age among numerous microorganisms through a plurality of variable selection processes, thus making it possible to increase the accuracy of predicting age.
More Like This:
Inventors:
HWANG BOKYOUNG (KR)
YOUN SUNG HUN (KR)
LEE SADO (KR)
HWANG SEUNG-JIN (KR)
YOUN SUNG HUN (KR)
LEE SADO (KR)
HWANG SEUNG-JIN (KR)
Application Number:
PCT/KR2023/006593
Publication Date:
November 30, 2023
Filing Date:
May 16, 2023
Export Citation:
Assignee:
LG HOUSEHOLD & HEALTH CARE LTD (KR)
International Classes:
G16B40/00; C12Q1/6888; G06N20/00; G16B50/00; G16H50/70
Foreign References:
| US20200075127A1 | 2020-03-05 | |||
| CN106202989A | 2016-12-07 |
Other References:
HUANG SHI, HAIMINEN NIINA, CARRIERI ANNA-PAOLA, HU REBECCA, JIANG LINGJING, PARIDA LAXMI, RUSSELL BAYLEE, ALLABAND CELESTE, ZARRIN: "Human Skin, Oral, and Gut Microbiomes Predict Chronological Age", MSYSTEMS, HIGHWIRE PRESS (FREE ACCESS), vol. 5, no. 1, 11 February 2020 (2020-02-11), pages e00630 - 19, XP093112234, ISSN: 2379-5077, DOI: 10.1128/mSystems.00630-19
FEDOR GALKIN, POLINA MAMOSHINA, ALEX ALIPER, EVGENY PUTIN, VLADIMIR MOSKALEV, VADIM N. GLADYSHEV, ALEX ZHAVORONKOV: "Human Gut Microbiome Aging Clock Based on Taxonomic Profiling and Deep Learning", ISCIENCE, CELL PRESS, US, vol. 23, no. 7, 26 June 2020 (2020-06-26), US , pages 101199, XP093112237, ISSN: 2589-0042, DOI: 10.1016/j.isci
SHEN JIE; ZHANG DAKE; LIANG BOYING: "Prediction of host age and sex classification through gut microbes based on machine learning", BIOCHEMICAL ENGINEERING JOURNAL, ELSEVIER, AMSTERDAM, NL, vol. 178, 3 December 2021 (2021-12-03), NL , pages 108280, XP086903385, ISSN: 1369-703X, DOI: 10.1016/j.bej.2021.108280
FEDOR GALKIN, POLINA MAMOSHINA, ALEX ALIPER, EVGENY PUTIN, VLADIMIR MOSKALEV, VADIM N. GLADYSHEV, ALEX ZHAVORONKOV: "Human Gut Microbiome Aging Clock Based on Taxonomic Profiling and Deep Learning", ISCIENCE, CELL PRESS, US, vol. 23, no. 7, 26 June 2020 (2020-06-26), US , pages 101199, XP093112237, ISSN: 2589-0042, DOI: 10.1016/j.isci
SHEN JIE; ZHANG DAKE; LIANG BOYING: "Prediction of host age and sex classification through gut microbes based on machine learning", BIOCHEMICAL ENGINEERING JOURNAL, ELSEVIER, AMSTERDAM, NL, vol. 178, 3 December 2021 (2021-12-03), NL , pages 108280, XP086903385, ISSN: 1369-703X, DOI: 10.1016/j.bej.2021.108280
Attorney, Agent or Firm:
HANOL INTELLECTUAL PROPERTY AND LAW (KR)
Download PDF: