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Influence of Ethnicity on the Accuracy of Non-Invasive Scores Predicting Non-Alcoholic Fatty Liver Disease

OBJECTIVES: Presence of non-alcoholic fatty liver disease (NAFLD) can predict risks for diabetes, cardiovascular disease and advanced liver disease in the general population. We aimed to establish a non-invasive score for prediction of NAFLD in Han Chinese, the largest ethnic group in the world, and...

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Autores principales: Xia, Ming-Feng, Yki-Järvinen, Hannele, Bian, Hua, Lin, Huan-Dong, Yan, Hong-Mei, Chang, Xin-Xia, Zhou, You, Gao, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5007035/
https://www.ncbi.nlm.nih.gov/pubmed/27579785
http://dx.doi.org/10.1371/journal.pone.0160526
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author Xia, Ming-Feng
Yki-Järvinen, Hannele
Bian, Hua
Lin, Huan-Dong
Yan, Hong-Mei
Chang, Xin-Xia
Zhou, You
Gao, Xin
author_facet Xia, Ming-Feng
Yki-Järvinen, Hannele
Bian, Hua
Lin, Huan-Dong
Yan, Hong-Mei
Chang, Xin-Xia
Zhou, You
Gao, Xin
author_sort Xia, Ming-Feng
collection PubMed
description OBJECTIVES: Presence of non-alcoholic fatty liver disease (NAFLD) can predict risks for diabetes, cardiovascular disease and advanced liver disease in the general population. We aimed to establish a non-invasive score for prediction of NAFLD in Han Chinese, the largest ethnic group in the world, and detect whether ethnicity influences the accuracy of such a score. METHODS: Liver fat content (LFAT) was measured by quantitative ultrasound in 3548 subjects in the Shanghai Changfeng Community and a Chinese score was created using multivariate logistic regression analyses. This new score was internally validated in Chinese and externally in Finns. Its diagnostic performance was compared to the NAFLD liver fat score, fatty liver index (FLI) and hepatic steatosis index (HSI) developed in Finns, Italians and Koreans. We also analyzed how obesity related to LFAT measured by (1)H-MRS in 79 Finns and 118 Chinese with type 2 diabetes (T2D). RESULTS: The metabolic syndrome and T2D, fasting serum insulin, body mass index (BMI) and AST/ALT ratio were independent predictors of NAFLD in Chinese. The AUROC in the Chinese validation cohort was 0.76 (0.73–0.78) and in Finns 0.73 (0.68–0.78) (p<0.0001). 43%, 27%, 32% and 42% of Chinese had NAFLD when determined by the Chinese score, NAFLD liver fat score (p<0.001 vs. Chinese score), FLI (p<0.001) and HSI (NS). For any given BMI and waist circumference, the Chinese had a markedly higher LFAT than the Finns. CONCLUSION: The predictors of NAFLD in Han Chinese are as in Europids but the Chinese have more LFAT for any given degree of obesity than Europids. Ethnicity needs to be considered when NAFLD is predicted using risk scores.
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spelling pubmed-50070352016-09-27 Influence of Ethnicity on the Accuracy of Non-Invasive Scores Predicting Non-Alcoholic Fatty Liver Disease Xia, Ming-Feng Yki-Järvinen, Hannele Bian, Hua Lin, Huan-Dong Yan, Hong-Mei Chang, Xin-Xia Zhou, You Gao, Xin PLoS One Research Article OBJECTIVES: Presence of non-alcoholic fatty liver disease (NAFLD) can predict risks for diabetes, cardiovascular disease and advanced liver disease in the general population. We aimed to establish a non-invasive score for prediction of NAFLD in Han Chinese, the largest ethnic group in the world, and detect whether ethnicity influences the accuracy of such a score. METHODS: Liver fat content (LFAT) was measured by quantitative ultrasound in 3548 subjects in the Shanghai Changfeng Community and a Chinese score was created using multivariate logistic regression analyses. This new score was internally validated in Chinese and externally in Finns. Its diagnostic performance was compared to the NAFLD liver fat score, fatty liver index (FLI) and hepatic steatosis index (HSI) developed in Finns, Italians and Koreans. We also analyzed how obesity related to LFAT measured by (1)H-MRS in 79 Finns and 118 Chinese with type 2 diabetes (T2D). RESULTS: The metabolic syndrome and T2D, fasting serum insulin, body mass index (BMI) and AST/ALT ratio were independent predictors of NAFLD in Chinese. The AUROC in the Chinese validation cohort was 0.76 (0.73–0.78) and in Finns 0.73 (0.68–0.78) (p<0.0001). 43%, 27%, 32% and 42% of Chinese had NAFLD when determined by the Chinese score, NAFLD liver fat score (p<0.001 vs. Chinese score), FLI (p<0.001) and HSI (NS). For any given BMI and waist circumference, the Chinese had a markedly higher LFAT than the Finns. CONCLUSION: The predictors of NAFLD in Han Chinese are as in Europids but the Chinese have more LFAT for any given degree of obesity than Europids. Ethnicity needs to be considered when NAFLD is predicted using risk scores. Public Library of Science 2016-08-31 /pmc/articles/PMC5007035/ /pubmed/27579785 http://dx.doi.org/10.1371/journal.pone.0160526 Text en © 2016 Xia et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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
Xia, Ming-Feng
Yki-Järvinen, Hannele
Bian, Hua
Lin, Huan-Dong
Yan, Hong-Mei
Chang, Xin-Xia
Zhou, You
Gao, Xin
Influence of Ethnicity on the Accuracy of Non-Invasive Scores Predicting Non-Alcoholic Fatty Liver Disease
title Influence of Ethnicity on the Accuracy of Non-Invasive Scores Predicting Non-Alcoholic Fatty Liver Disease
title_full Influence of Ethnicity on the Accuracy of Non-Invasive Scores Predicting Non-Alcoholic Fatty Liver Disease
title_fullStr Influence of Ethnicity on the Accuracy of Non-Invasive Scores Predicting Non-Alcoholic Fatty Liver Disease
title_full_unstemmed Influence of Ethnicity on the Accuracy of Non-Invasive Scores Predicting Non-Alcoholic Fatty Liver Disease
title_short Influence of Ethnicity on the Accuracy of Non-Invasive Scores Predicting Non-Alcoholic Fatty Liver Disease
title_sort influence of ethnicity on the accuracy of non-invasive scores predicting non-alcoholic fatty liver disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5007035/
https://www.ncbi.nlm.nih.gov/pubmed/27579785
http://dx.doi.org/10.1371/journal.pone.0160526
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