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  4. Association of Dietary Patterns with MRI Markers of Hepatic Inflammation and Fibrosis in the MAST4HEALTH Study
 
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2022
Journal Article
Title

Association of Dietary Patterns with MRI Markers of Hepatic Inflammation and Fibrosis in the MAST4HEALTH Study

Abstract
Whereas the etiology of non-alcoholic fatty liver disease (NAFLD) is complex, the role of nutrition as a causing and preventive factor is not fully explored. The aim of this study is to associate dietary patterns with magnetic resonance imaging (MRI) parameters in a European population (Greece, Italy, and Serbia) affected by NAFLD. For the first time, iron-corrected T1 (cT1), proton density fat fraction (PDFF), and the liver inflammation fibrosis score (LIF) were examined in relation to diet. A total of 97 obese patients with NAFLD from the MAST4HEALTH study were included in the analysis. A validated semi-quantitative food frequency questionnaire (FFQ) was used to assess the quality of diet and food combinations. Other variables investigated include anthropometric measurements, total type 2 diabetes risk, physical activity level (PAL), and smoking status. Principal component analysis (PCA) was performed to identify dietary patterns. Six dietary patterns were identified, namely “High-Sugar”, “Prudent”, “Western”, “High-Fat and Salt”, “Plant-Based”, and “Low-Fat Dairy and Poultry”. The “Western” pattern was positively associated with cT1 in the unadjusted model (beta: 0.020, p-value: 0.025) and even after adjusting for age, sex, body mass index (BMI), PAL, smoking, the center of the study, and the other five dietary patterns (beta: 0.024, p-value: 0.020). On the contrary, compared with low-intake patients, those with medium intake of the “Low-Fat Dairy and Poultry” pattern were associated with lower values of cT1, PDFF, and LIF. However, patients with a “Low-Fat Dairy and Poultry” dietary pattern were negatively associated with MRI parameters (cT1: beta: −0.052, p-value: 0.046, PDFF: beta: −0.448, p-value: 0.030, LIF: beta: −0.408, p-value: 0.025). Our findings indicate several associations between MRI parameters and dietary patterns in NAFLD patients, highlighting the importance of diet in NAFLD.
Author(s)
Amanatidou, Athina I.
Harokopio Panepistimio
Kaliora, Andriana C.
Harokopio Panepistimio
Amerikanou, Charalampia
Harokopio Panepistimio
Stojanoski, Stefan
Oncology Institute of Vojvodine
Milosevic, Natasa
Vezou, Chara
Harokopio Panepistimio
Beribaka, Mirjana
University of East Sarajevo
Banerjee, Rajarshi
Perspectum Ltd
Kalafati, Ioanna-Panagiota
Harokopio Panepistimio
Smyrnioudis, Ilias
Chios Mastic Gum Growers Association
Kurth, Mary Jo
Randox Laboratories Ltd.
Kannt, Aimo
Fraunhofer-Institut für Translationale Medizin und Pharmakologie ITMP  
Francino, Pilar M.
Fundació per al Foment de la Investigació Sanitària i Biomèdica de la Comunitat Valenciana (FISABIO-Salut Pública)
Visvikis-Siest, Sophie
Université de Lorraine
Deloukas, Panos
Barts and The London School of Medicine and Dentistry
Llorens, Carlos
Universitat de València
Marascio, Fernando
Intervideo Web Service
Milic, Natasa
MEDICINSKI FAKULTET
Medic-Stojanoska, Milica
Gastaldelli, Amalia
Istituto di Fisiologia Clinica del CNR
Trivella, Maria Giovanna
Istituto di Fisiologia Clinica del CNR
Dedoussis, George V.
Harokopio Panepistimio
Journal
International journal of environmental research and public health : IJERPH  
Open Access
DOI
10.3390/ijerph19020971
Language
English
Fraunhofer-Institut für Translationale Medizin und Pharmakologie ITMP  
Keyword(s)
  • NAFLD

  • NASH

  • MRI

  • dietary patterns

  • MAST4HEALTH

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