Usefulness of a questionnaire for assessing the relationship between eating behavior and steatotic liver disease among Japanese male young adults

Abstract This study aimed to reveal the relationship between eating behavior and nonalcoholic fatty liver disease (NAFLD)/metabolic dysfunction-associated steatotic liver disease (MASLD) in young adults and suggest a questionnaire for eating behavior assessment. We included 322 male graduate student...

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Main Authors: Takao Miwa, Satoko Tajirika, Tatsunori Hanai, Nanako Imamura, Miho Adachi, Ryo Horita, Taku Fukao, Masahito Shimizu, Mayumi Yamamoto
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-52797-8
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author Takao Miwa
Satoko Tajirika
Tatsunori Hanai
Nanako Imamura
Miho Adachi
Ryo Horita
Taku Fukao
Masahito Shimizu
Mayumi Yamamoto
author_facet Takao Miwa
Satoko Tajirika
Tatsunori Hanai
Nanako Imamura
Miho Adachi
Ryo Horita
Taku Fukao
Masahito Shimizu
Mayumi Yamamoto
author_sort Takao Miwa
collection DOAJ
description Abstract This study aimed to reveal the relationship between eating behavior and nonalcoholic fatty liver disease (NAFLD)/metabolic dysfunction-associated steatotic liver disease (MASLD) in young adults and suggest a questionnaire for eating behavior assessment. We included 322 male graduate students at Gifu University. Diagnoses of NAFLD and MASLD were based on the presence of hepatic steatosis on ultrasonography. Eating behavior was assessed using the eating behavior questionnaire (EBQ) recommended by the Japan Society for the Study of Obesity. We assessed the eating behaviors associated with NAFLD and MASLD using logistic regression, decision tree, and random forest analyses. The median age of the participants was 22 years, and 16% and 11% had NAFLD and MASLD, respectively. The EBQ total score was significantly higher in participants with MASLD than in those without MASLD (102 vs. 90 points, P = 0.006) and in those with NAFLD than in those without NAFLD (97 vs. 90 points, P = 0.007). Among eating behavior categories, the decision tree and random forest analyses revealed that “perception of constitution and weight” was the strongest contributor for NAFLD/MASLD. Our study revealed that eating behavior assessed with the EBQ is robustly associated with NAFLD and MASLD in young male adults.
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spelling doaj.art-98d4a6bc36f140e697b309f4de75fb592024-03-05T16:26:35ZengNature PortfolioScientific Reports2045-23222024-01-011411810.1038/s41598-024-52797-8Usefulness of a questionnaire for assessing the relationship between eating behavior and steatotic liver disease among Japanese male young adultsTakao Miwa0Satoko Tajirika1Tatsunori Hanai2Nanako Imamura3Miho Adachi4Ryo Horita5Taku Fukao6Masahito Shimizu7Mayumi Yamamoto8Health Administration Center, Gifu UniversityHealth Administration Center, Gifu UniversityDepartment of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu UniversityHealth Administration Center, Gifu UniversityHealth Administration Center, Gifu UniversityHealth Administration Center, Gifu UniversityHealth Administration Center, Gifu UniversityDepartment of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu UniversityHealth Administration Center, Gifu UniversityAbstract This study aimed to reveal the relationship between eating behavior and nonalcoholic fatty liver disease (NAFLD)/metabolic dysfunction-associated steatotic liver disease (MASLD) in young adults and suggest a questionnaire for eating behavior assessment. We included 322 male graduate students at Gifu University. Diagnoses of NAFLD and MASLD were based on the presence of hepatic steatosis on ultrasonography. Eating behavior was assessed using the eating behavior questionnaire (EBQ) recommended by the Japan Society for the Study of Obesity. We assessed the eating behaviors associated with NAFLD and MASLD using logistic regression, decision tree, and random forest analyses. The median age of the participants was 22 years, and 16% and 11% had NAFLD and MASLD, respectively. The EBQ total score was significantly higher in participants with MASLD than in those without MASLD (102 vs. 90 points, P = 0.006) and in those with NAFLD than in those without NAFLD (97 vs. 90 points, P = 0.007). Among eating behavior categories, the decision tree and random forest analyses revealed that “perception of constitution and weight” was the strongest contributor for NAFLD/MASLD. Our study revealed that eating behavior assessed with the EBQ is robustly associated with NAFLD and MASLD in young male adults.https://doi.org/10.1038/s41598-024-52797-8
spellingShingle Takao Miwa
Satoko Tajirika
Tatsunori Hanai
Nanako Imamura
Miho Adachi
Ryo Horita
Taku Fukao
Masahito Shimizu
Mayumi Yamamoto
Usefulness of a questionnaire for assessing the relationship between eating behavior and steatotic liver disease among Japanese male young adults
Scientific Reports
title Usefulness of a questionnaire for assessing the relationship between eating behavior and steatotic liver disease among Japanese male young adults
title_full Usefulness of a questionnaire for assessing the relationship between eating behavior and steatotic liver disease among Japanese male young adults
title_fullStr Usefulness of a questionnaire for assessing the relationship between eating behavior and steatotic liver disease among Japanese male young adults
title_full_unstemmed Usefulness of a questionnaire for assessing the relationship between eating behavior and steatotic liver disease among Japanese male young adults
title_short Usefulness of a questionnaire for assessing the relationship between eating behavior and steatotic liver disease among Japanese male young adults
title_sort usefulness of a questionnaire for assessing the relationship between eating behavior and steatotic liver disease among japanese male young adults
url https://doi.org/10.1038/s41598-024-52797-8
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