Author:
Sokolowska Katarzyna Ewa,Maciejewska-Markiewicz Dominika,Bińkowski Jan,Palma Joanna,Taryma-Leśniak Olga,Kozlowska-Petriczko Katarzyna,Borowski Konrad,Baśkiewicz-Hałasa Magdalena,Hawryłkowicz Viktoria,Załęcka Patrycja,Ufnal Marcin,Strapagiel Dominik,Jarczak Justyna,Skonieczna-Żydecka Karolina,Ryterska Karina,Machaliński Bogusław,Wojdacz Tomasz Kazimierz,Stachowska Ewa
Abstract
Abstract
Background
High caloric diet and lack of physical activity are considered main causes of NAFLD, and a change in the diet is still the only effective treatment of this disease. However, molecular mechanism of the effectiveness of diet change in treatment of NAFLD is poorly understood. We aimed to assess the involvement of epigenetic mechanisms of gene expression regulation in treatment of NAFLD. Eighteen participants with medium- to high-grade steatosis were recruited and trained to follow the Mediterranean diet modified to include fibre supplements. At three timepoints (baseline, after 30 and 60 days), we evaluated adherence to the diet and measured a number of physiological parameters such as anthropometry, blood and stool biochemistry, liver steatosis and stiffness. We also collected whole blood samples for genome-wide methylation profiling and histone acetylation assessment.
Results
The diet change resulted in a decrease in liver steatosis along with statistically significant, but a minor change in BMI and weight of our study participants. The epigenetic profiling of blood cells identified significant genome-wide changes of methylation and acetylation with the former not involving regions directly regulating gene expression. Most importantly, we were able to show that identified blood methylation changes occur also in liver cells of NAFLD patients and the machine learning-based classifier that we build on those methylation changes was able to predict the stage of liver fibrosis with ROC AUC = 0.9834.
Conclusion
Methylomes of blood cells from NAFLD patients display a number of changes that are most likely a consequence of unhealthy diet, and the diet change appears to reverse those epigenetic changes. Moreover, the methylation status at CpG sites undergoing diet-related methylation change in blood cells stratifies liver biopsies from NAFLD patients according to fibrosis grade.
Funder
Polish Returns grant program from The Polish National Agency for Academic Exchange
MSWiA DIALOG
Publisher
Springer Science and Business Media LLC
Subject
Genetics (clinical),Developmental Biology,Genetics,Molecular Biology
Cited by
7 articles.
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