Evidence map›Paper›PMID 36447285›Full record

ArticleClinical epigenetics2022

Identified in blood diet-related methylation changes stratify liver biopsies of NAFLD patients according to fibrosis grade.

Katarzyna Ewa Sokolowska, Dominika Maciejewska-Markiewicz, Jan Bińkowski, Joanna Palma, Olga Taryma-Leśniak, Katarzyna Kozlowska-Petriczko, Konrad Borowski, Magdalena Baśkiewicz-Hałasa, Viktoria Hawryłkowicz, Patrycja Załęcka and 8 more

Open access · goldAbstract read
In one paragraph

Article in Clinical epigenetics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
2.0field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 13 citations in OpenAlex.

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  5. MethylGPT: a foundation model for the DNA methylome.bioRxiv : the preprint server for biology · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

18 authors at 4 institutions in 1 country.

Katarzyna Ewa SokolowskaIndependent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252, Szczecin, Poland.
Dominika Maciejewska-MarkiewiczDepartment of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460, Szczecin, Poland.
Jan BińkowskiIndependent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252, Szczecin, Poland.
Joanna PalmaDepartment of Biochemical Sciences, Pomeranian Medical University, 71-460, Szczecin, Poland.
Olga Taryma-LeśniakIndependent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252, Szczecin, Poland.
Katarzyna Kozlowska-PetriczkoTranslational Medicine Group, Pomeranian Medical University, 70-204, Szczecin, Poland.
Konrad BorowskiIndependent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252, Szczecin, Poland.
Magdalena Baśkiewicz-HałasaDepartment of General Pathology, Pomeranian Medical University, 70-111, Szczecin, Poland.
Viktoria HawryłkowiczDepartment of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460, Szczecin, Poland.
Patrycja ZałęckaDepartment of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460, Szczecin, Poland.
Marcin UfnalDepartment of Experimental Physiology and Pathophysiology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, 02-097, Warsaw, Poland.
Dominik StrapagielBiobank Laboratory, Department of Molecular Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, 90-237, Lodz, Poland.
Justyna JarczakBiobank Laboratory, Department of Molecular Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, 90-237, Lodz, Poland.
Karolina Skonieczna-ŻydeckaDepartment of Biochemical Sciences, Pomeranian Medical University, 71-460, Szczecin, Poland.
Karina RyterskaDepartment of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460, Szczecin, Poland.
Bogusław MachalińskiDepartment of General Pathology, Pomeranian Medical University, 70-111, Szczecin, Poland.
Tomasz Kazimierz Wojdacz *Independent Clinical Epigenetics Laboratory, Pomeranian Medical University, Unii Lubelskiej 1, 71-252, Szczecin, Poland. tomasz.wojdacz@pum.edu.pl.
Ewa Stachowska *Department of Human Nutrition and Metabolomics, Pomeranian Medical University, 71-460, Szczecin, Poland. ewa.stachowska@pum.edu.pl.
Pomeranian Medical University · PLMedical University of Warsaw · PLPolish Academy of Sciences · PLUniversity of Łódź · PL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHigh 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.

resultsThe 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.

conclusionMethylomes 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.

Indexed as

Diet, MediterraneanNon-alcoholic Fatty Liver DiseaseBiopsyDNA MethylationHumansLiver CirrhosisAcetylationDNA methylationEpigeneticsFibreLiverMediterranean dietNon-alcoholic fatty liver diseaseNutrition

Identifiers

PMID36447285
PMCPMC9710135
OpenAlexW4310589201

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.