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中国成年人中 MAFLD 存在时不同行为模式的等时替代。

Isotemporal substitution of different behaviour patterns with the presence of MAFLD in Chinese adults.

机构信息

Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.

Shanghai National Clinical Research Center for Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai Key Laboratory for Endocrine Tumor, State Key Laboratory of Medical Genomics, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China.

出版信息

Liver Int. 2022 Dec;42(12):2683-2695. doi: 10.1111/liv.15439. Epub 2022 Oct 11.

Abstract

BACKGROUND

Lack of physical activity and excessive sitting time contributed to ectopic fat accumulation, especially in the liver. Previous studies have illustrated the harm of sedentary behaviour and the benefits of physical activity on fatty liver disease. We aimed to explore the association between the behaviour patterns and the risk of metabolic dysfunction-associated fatty liver disease (MAFLD) using isotemporal substitution model to examine the effect of replacing one behaviour to another while keeping the total time and other behaviours fixed among Chinese middle-aged and elderly population.

METHODS

This study included 161 147 participants aged ≥40 years old from the nationwide, population-based cohort of the REACTION study. The International Physical Activity Questionnaire was used to measure self-reported time for sleeping, sitting, walking and moderate-to-vigorous physical activity (MVPA). MAFLD was defined by evidence of fatty liver index (FLI) ≥ 60 in addition to one of the following three patterns, namely overweight/obesity, presence of diabetes, or evidence of metabolic dysregulation. Isotemporal substitution models using logistic regression models to evaluate the association of replacement of different behaviour patterns with each other and the risk of MAFLD.

RESULTS

Substitution of 60 minutes per day of sleeping, walking or total MVPA for sitting was associated with a 2%-8% reduction of MAFLD risk in overall participants. In employed individuals, replacing sitting time with occupational MVPA or nonoccupational MVPA both could bring benefits to liver steatosis. Stratified analysis found that replacing 60 minutes of sitting time with an equivalent time of other behaviour pattern could reduce approximately 8% of the risk among MAFLD participants with metabolic abnormalities. Such a relationship might be explained by the important mediated role of metabolic elements, such as waist circumference, body mass index, triglycerides and homoeostasis model assessment of insulin resistance. Furthermore, replacing sitting with MVPA showed a stronger association among participants who got enough sleep (sleep duration ≥7 hours per day).

CONCLUSION

Replacing sitting with other behaviour patterns could reduce the prevalence of MAFLD, and such substitution effect was much remarkably in individuals with abnormal metabolic status. Observably, obese individuals were more likely to benefit from appropriate changes in behaviour patterns. Moreover, the analysis of sleep duration stratification appealed that the adequacy of individual sleep duration also had a significant impact on the substitution effect. It is worth noting that adjusting the time allocation of behaviour patterns might have a beneficial impact on liver-metabolic health, and these findings might help us better recognize the importance of reasonable arrangement of behaviour patterns according to the individual's situation.

摘要

背景

缺乏身体活动和久坐时间过长会导致异位脂肪堆积,尤其是在肝脏中。先前的研究已经说明了久坐行为的危害和身体活动对脂肪肝疾病的益处。我们旨在使用等时替代模型来探索行为模式与代谢功能相关的非酒精性脂肪性肝病(MAFLD)风险之间的关联,以检查在保持总时间和其他行为固定的情况下,用一种行为替代另一种行为的效果。

方法

本研究纳入了来自全国性、基于人群的 REACTION 研究的 161147 名年龄≥40 岁的参与者。国际体力活动问卷用于测量睡眠时间、坐姿、步行和中高强度体力活动(MVPA)的自我报告时间。MAFLD 通过脂肪性肝病指数(FLI)≥60 加上以下三种模式之一来定义,即超重/肥胖、存在糖尿病或代谢失调的证据。使用逻辑回归模型的等时替代模型来评估不同行为模式之间的相互替代与 MAFLD 风险之间的关联。

结果

每天替代 60 分钟的睡眠、步行或总 MVPA 用于坐姿,可使所有参与者的 MAFLD 风险降低 2%-8%。在就业人群中,用职业性 MVPA 或非职业性 MVPA 替代坐姿时间均可改善肝脂肪变性。分层分析发现,用 60 分钟的坐姿时间替代其他行为模式的时间,可使代谢异常的 MAFLD 患者的风险降低约 8%。这种关系可能是通过代谢因素(如腰围、体重指数、甘油三酯和胰岛素抵抗评估的稳态模型)的重要中介作用来解释的。此外,在睡眠充足(每天睡眠时间≥7 小时)的参与者中,用 MVPA 替代坐姿与 MAFLD 之间的关联更强。

结论

用其他行为模式替代坐姿可以降低 MAFLD 的患病率,这种替代效应在代谢异常的个体中更为显著。显然,肥胖个体更有可能从适当的行为模式改变中受益。此外,对睡眠时间分层的分析表明,个体睡眠时间的充足性对替代效应也有显著影响。值得注意的是,调整行为模式的时间分配可能对肝脏代谢健康有有益的影响,这些发现可能有助于我们更好地认识到根据个人情况合理安排行为模式的重要性。

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