Temporal relationship between hepatic steatosis and fasting blood glucose elevation: a longitudinal analysis from China and UK

被引:1
作者
Liu, Yujie [1 ,2 ]
Liang, Xian [3 ]
Hu, Yifan [1 ,2 ]
Zhang, Ning [1 ,2 ]
Zhu, Xingren [1 ,2 ]
Feng, Yuemei [4 ]
Qin, Zixiu [5 ]
Wang, Zihao [2 ,6 ]
Kangzhuo, Baima [7 ]
Xiao, Xiong [1 ,2 ]
Zhao, Xing [1 ,2 ]
机构
[1] Sichuan Univ, West China Sch Publ Hlth, Dept Epidemiol & Biostat, Chengdu 610041, Sichuan, Peoples R China
[2] Sichuan Univ, West China Hosp 4, Chengdu 610041, Sichuan, Peoples R China
[3] Chengdu Ctr Dis Control & Prevent, Chengdu, Peoples R China
[4] Kunming Med Univ, Sch Publ Hlth, Kunming, Peoples R China
[5] Guizhou Med Univ, Sch Publ Hlth, Minist Educ, Key Lab Environm Pollut Monitoring & Dis Control, Guiyang, Peoples R China
[6] Chongqing Ctr Dis Control & Prevent, Chongqing, Peoples R China
[7] Tibet Univ, High Altitude Hlth Sci Res Ctr, Lhasa, Xizang, Peoples R China
基金
中国国家自然科学基金;
关键词
Hepatic steatosis; NAFLD; Obesity; Type; 2; diabetes; FATTY LIVER-DISEASE; CARDIOVASCULAR-DISEASE; RISK; PATHOGENESIS; HYPERTENSION; OBESITY; ATHEROSCLEROSIS; EPIDEMIOLOGY; ASSOCIATION; DIAGNOSIS;
D O I
10.1186/s12889-024-19177-3
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
BackgroundThe link between nonalcoholic fatty liver disease and type 2 diabetes has not been fully established. We investigated the temporal relationship between nonalcoholic fatty liver disease (NAFLD) and type 2 diabetes (T2D), quantitatively assessed the impact, and evaluated the related mediation effect.MethodsThis study involved participants from the China Multi-Ethnic Cohort Study and the UK Biobank. We performed cross-lagged path analysis to compare the relative magnitude of the effects between NAFLD and T2D using two-period biochemical data. Hepatic steatosis and fasting blood glucose elevation (FBG) represented NAFLD and T2D respectively. We fitted two separate Cox proportional-hazards models to evaluate the influence of hepatic steatosis on T2D. Furthermore, we applied the difference method to assess mediation effects.ResultsIn cross-lagged path analyses, the path coefficients from baseline hepatic steatosis to first repeat FBG (beta CMEC = 0.068, beta UK-Biobank = 0.033) were significantly greater than the path coefficients from baseline FBG to first repeat hepatic steatosis (beta CMEC = 0.027, beta UK-Biobank = -0.01). Individuals with hepatic steatosis have a risk of T2D that is roughly three times higher than those without the condition (HR = 3.478 [3.314, 3.650]). Hepatic steatosis mediated approximately 69.514% of the total effect between obesity and follow-up T2D.ConclusionsOur findings contribute to determining the sequential relationship between NAFLD and T2D in the causal pathway, highlighting that the dominant pathway in the relationship between these two early stages of diseases was the one from hepatic steatosis to fasting blood glucose elevation. Individuals having NAFLD face a significantly increased risk of T2D and require long-term monitoring of their glucose status as well.
引用
收藏
页数:11
相关论文
共 42 条
[1]   Progression of NAFLD to diabetes mellitus, cardiovascular disease or cirrhosis [J].
Anstee, Quentin M. ;
Targher, Giovanni ;
Day, Christopher P. .
NATURE REVIEWS GASTROENTEROLOGY & HEPATOLOGY, 2013, 10 (06) :330-344
[2]   Combined Effect of Nonalcoholic Fatty Liver Disease and Impaired Fasting Glucose on the Development of Type 2 Diabetes A 4-year retrospective longitudinal study [J].
Bae, Ji Cheol ;
Rhee, Eun Jung ;
Lee, Won Young ;
Park, Se Eun ;
Park, Cheol Young ;
Oh, Ki Won ;
Park, Sung Woo ;
Kim, Sun Woo .
DIABETES CARE, 2011, 34 (03) :727-729
[3]   The Fatty Liver Index: a simple and accurate predictor of hepatic steatosis in the general population [J].
Bedogni, Giorgio ;
Bellentani, Stefano ;
Miglioli, Lucia ;
Masutti, Flora ;
Passalacqua, Marilena ;
Castiglione, Anna ;
Tiribelli, Claudio .
BMC GASTROENTEROLOGY, 2006, 6 (1)
[4]   The multiple-hit pathogenesis of non-alcoholic fatty liver disease (NAFLD) [J].
Buzzetti, Elena ;
Pinzani, Massimo ;
Tsochatzis, Emmanuel A. .
METABOLISM-CLINICAL AND EXPERIMENTAL, 2016, 65 (08) :1038-1048
[5]   United Kingdom Biobank (UK Biobank) JACC Focus Seminar 6/8 [J].
Caleyachetty, Rishi ;
Littlejohns, Thomas ;
Lacey, Ben ;
Besevic, Jelena ;
Conroy, Megan ;
Collins, Rory ;
Allen, Naomi .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2021, 78 (01) :56-65
[6]   The diagnosis and management of nonalcoholic fatty liver disease: Practice guidance from the American Association for the Study of Liver Diseases [J].
Chalasani, Naga ;
Younossi, Zobair ;
Lavine, Joel E. ;
Charlton, Michael ;
Cusi, Kenneth ;
Rinella, Mary ;
Harrison, Stephen A. ;
Brunt, Elizabeth M. ;
Sanyal, Arun J. .
HEPATOLOGY, 2018, 67 (01) :328-357
[7]   Comparison of the DASH (Dietary Approaches to Stop Hypertension) diet and a higher-fat DASH diet on blood pressure and lipids and lipoproteins: a randomized controlled trial [J].
Chiu, Sally ;
Bergeron, Nathalie ;
Williams, Paul T. ;
Bray, George A. ;
Sutherland, Barbara ;
Krauss, Ronald M. .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2016, 103 (02) :341-347
[8]   Liver Function and Risk of Type 2 Diabetes: Bidirectional Mendelian Randomization Study [J].
De Silva, N. Maneka G. ;
Borges, Maria Carolina ;
Hingorani, Aroon D. ;
Engmann, Jorgen ;
Shah, Tina ;
Zhang, Xiaoshuai ;
Luan, Jian'an ;
Langenberg, Claudia ;
Wong, Andrew ;
Kuh, Diana ;
Chambers, John C. ;
Zhang, Weihua ;
Jarvelin, Marjo-Ritta ;
Sebert, Sylvain ;
Auvinen, Juha ;
Gaunt, Tom R. ;
Lawlor, Deborah A. .
DIABETES, 2019, 68 (08) :1681-1691
[9]   Modeling NAFLD disease burden in China, France, Germany, Italy, Japan, Spain, United Kingdom, and United States for the period 2016-2030 [J].
Estes, Chris ;
Anstee, Quentin M. ;
Teresa Arias-Loste, Maria ;
Bantel, Heike ;
Bellentani, Stefano ;
Caballeria, Joan ;
Colombo, Massimo ;
Craxi, Antonio ;
Crespo, Javier ;
Day, Christopher P. ;
Eguchi, Yuichiro ;
Geier, Andreas ;
Kondili, Loreta A. ;
Kroy, Daniela C. ;
Lazarus, Jeffrey V. ;
Loomba, Rohit ;
Manns, Michael P. ;
Marchesini, Giulio ;
Nakajima, Atsushi ;
Negro, Francesco ;
Petta, Salvatore ;
Ratziu, Vlad ;
Romero-Gomez, Manuel ;
Sanyal, Arun ;
Schattenberg, Joern M. ;
Tacke, Frank ;
Tanaka, Junko ;
Trautwein, Christian ;
Wei, Lai ;
Zeuzem, Stefan ;
Razavi, Homie .
JOURNAL OF HEPATOLOGY, 2018, 69 (04) :896-904
[10]   New trends on obesity and NAFLD in Asia [J].
Fan, Jian-Gao ;
Kim, Seung-Up ;
Wong, Vincent Wai-Sun .
JOURNAL OF HEPATOLOGY, 2017, 67 (04) :862-873