Classification of the Occurrence of Dyslipidemia Based on Gut Bacteria Related to Barley Intake.
barley
dyslipidemia
gut bacteria
machine learning
responder
Journal
Frontiers in nutrition
ISSN: 2296-861X
Titre abrégé: Front Nutr
Pays: Switzerland
ID NLM: 101642264
Informations de publication
Date de publication:
2022
2022
Historique:
received:
25
11
2021
accepted:
28
02
2022
entrez:
11
4
2022
pubmed:
12
4
2022
medline:
12
4
2022
Statut:
epublish
Résumé
Barley is a grain rich in β-glucan, a soluble dietary fiber, and its consumption can help maintain good health and reduce the risk of metabolic disorders, such as dyslipidemia. However, the effect of barley intake on the risk of dyslipidemia has been found to vary among individuals. Differences in gut bacteria among individuals may be a determining factor since dietary fiber is metabolized by gut bacteria and then converted into short-chain fatty acids with physiological functions that reduce the risk of dyslipidemia. This study examined whether gut bacteria explained individual differences in the effects of barley intake on dyslipidemia using data from a cross-sectional study. In this study, participants with high barley intake and no dyslipidemia were labeled as "responders" to the reduced risk of dyslipidemia based on their barley intake and their gut bacteria. The results of the 16S rRNA gene sequencing showed that the fecal samples of responders (
Identifiants
pubmed: 35399681
doi: 10.3389/fnut.2022.812469
pmc: PMC8988889
doi:
Types de publication
Journal Article
Langues
eng
Pagination
812469Informations de copyright
Copyright © 2022 Maruyama, Matsuoka, Hosomi, Park, Nishimura, Murakami, Konishi, Miyachi, Kawashima, Mizuguchi, Kobayashi, Ooka, Yamagata and Kunisawa.
Déclaration de conflit d'intérêts
The department of ZY has received research grants for other studies from Hakubaku Co., Ltd. SM, TM, MN, and TK are employees of Hakubaku Co., Ltd. The authors declare that this study received funding from Hakubaku Co., Ltd. The funder had the following involvement in the study: conceptualization, project administration, investigation, writing original draft, revising, and editing.
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