TY - JOUR
T1 - Relationships between education and non-alcoholic fatty liver disease
AU - Koutny, Florian
AU - Aigner, Elmar
AU - Datz, Christian
AU - Gensluckner, Sophie
AU - Maieron, Andreas
AU - Mega, Andrea
AU - Iglseder, Bernhard
AU - Langthaler, Patrick
AU - Frey, Vanessa
AU - Paulweber, Bernhard
AU - Trinka, Eugen
AU - Wernly, Bernhard
N1 - Lehr-KH Oberndorf; Lehr-KH Bozen:
Aigner, Gensluckner, Paulweber: First Department of Medicine, University Clinic Salzburg, Paracelsus Medical University Salzburg, Salzburg, Austria; Datz: Department of Internal Medicine, General Hospital Oberndorf, Teaching Hospital of the Paracelsus Medical University, Salzburg, Austria; Iglseder: Department of Geriatric Medicine, Christian-Doppler-Klinik, Paracelsus Medical University Salzburg, Salzburg Austria; Langthaler: Department of Neurology, Christian Doppler University Hospital, Paracelsus Medical University and Centre for Cognitive Neuroscience, Member of the European Reference Network EpiCARE, Austria; Department of Artificial Intelligence and Human Interfaces, Paris Lodron University of Salzburg, Salzburg, Austria; Team Biostatistics and Big Medical Data, IDA Lab Salzburg, Paracelsus Medical University Salzburg, Austria; Frey: Department of Neurology, Christian Doppler University Hospital, Paracelsus Medical University and Centre for Cognitive Neuroscience, Member of the European Reference Network EpiCARE, Austria; Neuroscience Institute, Christian Doppler University Hospital, Paracelsus Medical University and Centre for Cognitive Neuroscience, Austria; Trinka: Department of Neurology, Christian Doppler University Hospital, Paracelsus Medical University and Centre for Cognitive Neuroscience, Member of the European Reference Network EpiCARE, Austria; Department of Public Health, Health Services Research and Health Technology Assessment, UMIT - University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria; Wernly: Department of Internal Medicine, General Hospital Oberndorf, Teaching Hospital of the Paracelsus Medical University, Salzburg, Austria; Institute of General Practice, Family Medicine and Preventive Medicine, Paracelsus Medical University of Salzburg, Salzburg, Austria
PY - 2023/12
Y1 - 2023/12
N2 - INTRODUCTION: Individuals with lower levels of education are at a higher risk of developing various health conditions due to limited access to healthcare and unhealthy lifestyle choices. However, the association between non-alcoholic fatty liver disease (NAFLD) and educational level remains unclear. Therefore, the aim of this study was to investigate whether there is an independent relationship between NAFLD and educational level as a surrogate marker for socioeconomic status (SES).METHODS: This cross-sectional study included 8,727 participants from the Paracelsus 10,000 study. The association between NAFLD and educational level was assessed using multivariable logistic regression models and multivariable linear regression. The primary endpoints were NAFLD (FLI score > 60) and liver fibrosis (FIB-4 score > 1.29). Further subgroup analysis with liver stiffness measurement was done.RESULTS: In the study, NAFLD prevalence was 23% among participants with high education, 33% among intermediate, and 40% among those with low education (p<0.01). Importantly, a significantly reduced risk of NAFLD was observed in individuals with higher education, as indicated by an adjusted relative risk of 0.52 (p < 0.01). Furthermore, higher education level was associated with significantly lower odds of NAFLD and fibrosis. Additionally, a subgroup analysis revealed that higher liver stiffness measurements were independently associated with lower levels of education.CONCLUSION: The study's findings indicate that a lower education level increases the risk of NAFLD independent of confounding factors. Therefore, these findings highlight the potential impact of educational attainment on NAFLD risk and emphasize the need for targeted interventions in vulnerable populations.
AB - INTRODUCTION: Individuals with lower levels of education are at a higher risk of developing various health conditions due to limited access to healthcare and unhealthy lifestyle choices. However, the association between non-alcoholic fatty liver disease (NAFLD) and educational level remains unclear. Therefore, the aim of this study was to investigate whether there is an independent relationship between NAFLD and educational level as a surrogate marker for socioeconomic status (SES).METHODS: This cross-sectional study included 8,727 participants from the Paracelsus 10,000 study. The association between NAFLD and educational level was assessed using multivariable logistic regression models and multivariable linear regression. The primary endpoints were NAFLD (FLI score > 60) and liver fibrosis (FIB-4 score > 1.29). Further subgroup analysis with liver stiffness measurement was done.RESULTS: In the study, NAFLD prevalence was 23% among participants with high education, 33% among intermediate, and 40% among those with low education (p<0.01). Importantly, a significantly reduced risk of NAFLD was observed in individuals with higher education, as indicated by an adjusted relative risk of 0.52 (p < 0.01). Furthermore, higher education level was associated with significantly lower odds of NAFLD and fibrosis. Additionally, a subgroup analysis revealed that higher liver stiffness measurements were independently associated with lower levels of education.CONCLUSION: The study's findings indicate that a lower education level increases the risk of NAFLD independent of confounding factors. Therefore, these findings highlight the potential impact of educational attainment on NAFLD risk and emphasize the need for targeted interventions in vulnerable populations.
KW - Education
KW - Fatty liver index
KW - Fibrosis 4-index
KW - Isced
KW - Liver stiffness
KW - Non-alcoholic fatty liver disease
KW - Paracelsus 10,000 cohort study
KW - Socioeconomic status
U2 - 10.1016/j.ejim.2023.07.039
DO - 10.1016/j.ejim.2023.07.039
M3 - Original Article
C2 - 37541922
SN - 0953-6205
VL - 118
SP - 98
EP - 107
JO - EUROPEAN JOURNAL OF INTERNAL MEDICINE
JF - EUROPEAN JOURNAL OF INTERNAL MEDICINE
ER -