Tosoratto Javier, Tárraga López Pedro Juan, López-González Ángel Arturo, Busquets-Cortes Carla, Obrador de Hevia Joan, Ramirez-Manent José Ignacio
Investigation Group ADEMA SALUD, University Institute for Research in Health Sciences (IUNICS), 07010 Palma, Balearic Islands, Spain.
Faculty of Medicine, University of Castilla La Mancha (UCLM), 02008 Albacete, Spain.
Life (Basel). 2025 Jun 16;15(6):961. doi: 10.3390/life15060961.
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most prevalent chronic liver disorder worldwide and is closely linked to the components of metabolic syndrome. Shift work, through its disruption of circadian rhythms and the promotion of adverse behavioral patterns, has been proposed as a potential contributor to metabolic dysfunction and liver disease, yet evidence on its association with MASLD remains limited in large, heterogeneous occupational populations. To investigate the association between shift work and MASLD risk using multiple validated non-invasive indices in a large sample of Spanish workers, and to explore the influence of sociodemographic characteristics, lifestyle behaviors, and sex on these associations. This cross-sectional study analyzed data from 53,053 employed adults across diverse sectors in Spain, including 31,753 men and 21,300 women. The participants underwent standardized occupational health assessments between 2019 and 2020. The MASLD risk was evaluated using seven indices: fatty liver index (FLI), hepatic steatosis index (HSI), ZJU index, fatty liver disease (FLD) index, Framingham steatosis index (FSI), lipid accumulation product (LAP), and BARD score. Sociodemographic, anthropometric, clinical, biochemical, and lifestyle data were collected. Multinomial logistic regression models were used to assess independent associations between shift work and high-risk MASLD scores. Shift workers exhibited significantly higher mean values and prevalence of elevated MASLD scores across all indices compared to non-shift workers, in both sexes. In men, the prevalence of high BARD scores increased from 43.5% (non-shift) to 71.5% (shift), while in women it rose from 49.9% to 85.7%. Multivariate analysis confirmed that shift work was independently associated with an increased MASLD risk, particularly for HSI (OR: 7.83; 95% CI: 7.40-8.26) and ZJU (OR: 5.91; 95% CI: 5.60-6.22). Male sex, older age, smoking, and blue-collar status were also consistently associated with elevated risk scores. Shift work is significantly associated with an increased MASLD risk, independent of sociodemographic and lifestyle factors. Women and blue-collar workers may be especially vulnerable to the hepatic consequences of circadian disruption. These findings support the inclusion of liver health screening in occupational health programs and highlight the need for targeted interventions to reduce the MASLD risk among shift-working populations. Cross-sectional design limits causality; longitudinal studies are needed to confirm temporal relationships.
代谢功能障碍相关脂肪性肝病(MASLD)是全球最常见的慢性肝脏疾病,与代谢综合征的各个组成部分密切相关。轮班工作通过扰乱昼夜节律和促生不良行为模式,被认为是导致代谢功能障碍和肝脏疾病的一个潜在因素,然而,在大型、多样化的职业人群中,关于其与MASLD关联的证据仍然有限。本研究旨在使用多种经过验证的非侵入性指标,在大量西班牙工人样本中调查轮班工作与MASLD风险之间的关联,并探讨社会人口学特征、生活方式行为和性别对这些关联的影响。这项横断面研究分析了来自西班牙不同行业的53053名在职成年人的数据,其中包括31753名男性和21300名女性。参与者在2019年至2020年期间接受了标准化职业健康评估。使用七个指标评估MASLD风险:脂肪肝指数(FLI)、肝脂肪变性指数(HSI)、浙江大学指数、脂肪性肝病(FLD)指数、弗雷明汉脂肪变性指数(FSI)、脂质蓄积产物(LAP)和BARD评分。收集了社会人口学、人体测量学、临床、生化和生活方式数据。采用多项逻辑回归模型评估轮班工作与高风险MASLD评分之间的独立关联。与非轮班工人相比,轮班工人在所有指标上的MASLD评分平均值和升高的患病率均显著更高,男女皆是如此。在男性中,高BARD评分的患病率从43.5%(非轮班)升至71.5%(轮班),而在女性中则从49.9%升至85.7%。多变量分析证实,轮班工作与MASLD风险增加独立相关,尤其是对于HSI(比值比:7.83;95%置信区间:7.40 - 8.26)和浙江大学指数(比值比:5.91;95%置信区间:5.60 - 6.22)。男性、年龄较大、吸烟和蓝领身份也始终与风险评分升高相关。轮班工作与MASLD风险增加显著相关,独立于社会人口学和生活方式因素。女性和蓝领工人可能特别容易受到昼夜节律紊乱对肝脏造成的影响。这些发现支持将肝脏健康筛查纳入职业健康计划,并强调需要采取针对性干预措施以降低轮班工作人群中的MASLD风险。横断面设计限制了因果关系;需要进行纵向研究来确认时间关系。