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Fatty liver index as a predictive marker for the development of diabetes: A retrospective cohort study using Japanese health check-up data
BACKGROUND & AIMS: Fatty liver is associated with incident diabetes, and the fatty liver index (FLI) is a surrogate marker for non-alcoholic fatty liver disease (NAFLD). We aimed to determine whether or not FLI was associated with incident diabetes in relation to obesity and prediabetic levels i...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8451989/ https://www.ncbi.nlm.nih.gov/pubmed/34543321 http://dx.doi.org/10.1371/journal.pone.0257352 |
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author | Kitazawa, Atsushi Maeda, Shotaro Fukuda, Yoshiharu |
author_facet | Kitazawa, Atsushi Maeda, Shotaro Fukuda, Yoshiharu |
author_sort | Kitazawa, Atsushi |
collection | PubMed |
description | BACKGROUND & AIMS: Fatty liver is associated with incident diabetes, and the fatty liver index (FLI) is a surrogate marker for non-alcoholic fatty liver disease (NAFLD). We aimed to determine whether or not FLI was associated with incident diabetes in relation to obesity and prediabetic levels in the general Japanese population. METHODS: This was a retrospective study using the Japanese health check-up database of one health insurance from FY2015 to FY2018. This study included 28,991 individuals with prediabetes. First, we stratified all participants into two groups: “high-risk,” comprising patients with HbA1c >6.0%, and “standard,” comprising the rest. Subsequently, we divided them into four groups according to FLI (<30 or not) and obesity (BMI <25 kg/m(2) or not). Subsequently, the incidence rate of diabetes was compared among the groups after 3 years of follow-up using multiple logistic regression models after adjusting for potential confounders. RESULTS: After 3 years of follow-up, 1,547 new cases of diabetes were found, and the cumulative incidence was 2.96% for the standard group and 26.1% for the high-risk group. In non-obese individuals, odds ratios (95% confidence interval) for FLI ≥30 versus FLI <30 were: 1.44 (1.09–1.92) for the standard group and 1.42 (0.99–2.03) for the high-risk group. In the high-risk group, obesity (BMI ≥25 kg/m(2)) but FLI <30 was not a risk factor for developing diabetes. CONCLUSION: Although high FLI is generally considered to be a risk factor for developing diabetes, obesity might have been a confounding factor. However, the present study showed that high FLI is a risk factor for the development of diabetes, even in non-obese individuals. Our results include suggestion to develop a screening tool to effectively identify people at high risk of developing diabetes from the population (especially non-obese prediabetes) who are apparently at low health risk and are unlikely to be targeted for health guidance. |
format | Online Article Text |
id | pubmed-8451989 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-84519892021-09-21 Fatty liver index as a predictive marker for the development of diabetes: A retrospective cohort study using Japanese health check-up data Kitazawa, Atsushi Maeda, Shotaro Fukuda, Yoshiharu PLoS One Research Article BACKGROUND & AIMS: Fatty liver is associated with incident diabetes, and the fatty liver index (FLI) is a surrogate marker for non-alcoholic fatty liver disease (NAFLD). We aimed to determine whether or not FLI was associated with incident diabetes in relation to obesity and prediabetic levels in the general Japanese population. METHODS: This was a retrospective study using the Japanese health check-up database of one health insurance from FY2015 to FY2018. This study included 28,991 individuals with prediabetes. First, we stratified all participants into two groups: “high-risk,” comprising patients with HbA1c >6.0%, and “standard,” comprising the rest. Subsequently, we divided them into four groups according to FLI (<30 or not) and obesity (BMI <25 kg/m(2) or not). Subsequently, the incidence rate of diabetes was compared among the groups after 3 years of follow-up using multiple logistic regression models after adjusting for potential confounders. RESULTS: After 3 years of follow-up, 1,547 new cases of diabetes were found, and the cumulative incidence was 2.96% for the standard group and 26.1% for the high-risk group. In non-obese individuals, odds ratios (95% confidence interval) for FLI ≥30 versus FLI <30 were: 1.44 (1.09–1.92) for the standard group and 1.42 (0.99–2.03) for the high-risk group. In the high-risk group, obesity (BMI ≥25 kg/m(2)) but FLI <30 was not a risk factor for developing diabetes. CONCLUSION: Although high FLI is generally considered to be a risk factor for developing diabetes, obesity might have been a confounding factor. However, the present study showed that high FLI is a risk factor for the development of diabetes, even in non-obese individuals. Our results include suggestion to develop a screening tool to effectively identify people at high risk of developing diabetes from the population (especially non-obese prediabetes) who are apparently at low health risk and are unlikely to be targeted for health guidance. Public Library of Science 2021-09-20 /pmc/articles/PMC8451989/ /pubmed/34543321 http://dx.doi.org/10.1371/journal.pone.0257352 Text en © 2021 Kitazawa et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kitazawa, Atsushi Maeda, Shotaro Fukuda, Yoshiharu Fatty liver index as a predictive marker for the development of diabetes: A retrospective cohort study using Japanese health check-up data |
title | Fatty liver index as a predictive marker for the development of diabetes: A retrospective cohort study using Japanese health check-up data |
title_full | Fatty liver index as a predictive marker for the development of diabetes: A retrospective cohort study using Japanese health check-up data |
title_fullStr | Fatty liver index as a predictive marker for the development of diabetes: A retrospective cohort study using Japanese health check-up data |
title_full_unstemmed | Fatty liver index as a predictive marker for the development of diabetes: A retrospective cohort study using Japanese health check-up data |
title_short | Fatty liver index as a predictive marker for the development of diabetes: A retrospective cohort study using Japanese health check-up data |
title_sort | fatty liver index as a predictive marker for the development of diabetes: a retrospective cohort study using japanese health check-up data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8451989/ https://www.ncbi.nlm.nih.gov/pubmed/34543321 http://dx.doi.org/10.1371/journal.pone.0257352 |
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