Article (Scientific journals)
Differential associations of diet with hepatic and muscle insulin resistance: insights from an dietary pattern analysis in the PERSON study.
Hoge, Axelle; Donneau, Anne-Françoise; Dardenne, Nadia et al.
2026In European Journal of Nutrition, 65 (4)
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Keywords :
Diabetes; Dietary pattern; Insulin resistance; Reduced rank regression; Humans; Cross-Sectional Studies; Adult; Obesity/metabolism; Diabetes Mellitus, Type 2; Overweight; Insulin Resistance/physiology; Liver/metabolism; Diet/methods; Diet/statistics & numerical data; Muscle, Skeletal/metabolism
Abstract :
[en] [en] PURPOSE: The relationship between dietary patterns (DPs) and type 2 diabetes is well established, but the potential role of tissue-specific insulin resistance (IR) in this association remains unclear. This study aimed to derive DPs using reduced rank regression (RRR), incorporating hepatic IR index (HIRI) and muscle insulin sensitivity index (MISI) as response variables. We also examined whether these patterns are associated with insulin sensitivity and pancreatic β-cell function. METHODS: We conducted a cross-sectional analysis of 700 adults with overweight or obesity participating in the screening phase of the PERSON study. Dietary intakes were assessed using a food frequency questionnaire. RRR was used to derive DPs based on HIRI and MISI. Associations with HOMA-IR, HOMA-β, Matsuda index and Disposition index were tested using multiple regression models adjusted for socio-demographic and lifestyle factors. RESULTS: One DP was retained, explaining 13.7% of the variation in HIRI, 2.8% in MISI, and 8.2% of the combined variation. This DP was characterized by high intakes of unprocessed red meat, processed meat, fresh cream and whipped cream, and low intakes of fruits, vegetables, and tea. It was significantly associated with higher HOMA-IR (β-coefficient ± SE: 0.04 ± 0.02) and HOMA-β (0.05 ± 0.01), and lower Matsuda index (- 0.08 ± 0.02). CONCLUSION: The identified DP was more strongly associated with hepatic than muscle IR. This finding highlights differential associations between diet and tissue-specific IR, and supports the relevance of considering tissue-specific insulin resistance phenotypes when investigating the relationship between diet, insulin resistance and type 2 diabetes risk. Trial registration The trial was registered at https://clinicaltrials.gov/study/NCT03708419 (identifier NCT03708419).
Disciplines :
Public health, health care sciences & services
Author, co-author :
Hoge, Axelle  ;  Université de Liège - ULiège > Santé publique : de la Biostatistique à la Promotion de la Santé
Donneau, Anne-Françoise  ;  Université de Liège - ULiège > Département des sciences de la santé publique
Dardenne, Nadia  ;  Université de Liège - ULiège > Département des sciences de la santé publique
Guillaume, Michèle ;  Université de Liège - ULiège > Département des sciences de la santé publique > Santé publique : aspects spécifiques
Afman, Lydia A;  Division of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands
Feskens, Edith J M;  Division of Human Nutrition and Health, Wageningen University, Wageningen, The Netherlands
Goossens, Gijs H;  Department of Human Biology, Institute of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Center+, Maastricht, The Netherlands
Blaak, Ellen E;  Department of Human Biology, Institute of Nutrition and Translational Research in Metabolism (NUTRIM), Maastricht University Medical Center+, Maastricht, The Netherlands. e.blaak@maastrichtuniversity.nl
Language :
English
Title :
Differential associations of diet with hepatic and muscle insulin resistance: insights from an dietary pattern analysis in the PERSON study.
Publication date :
26 May 2026
Journal title :
European Journal of Nutrition
ISSN :
1436-6207
eISSN :
1436-6215
Publisher :
Springer Science and Business Media LLC, Germany
Volume :
65
Issue :
4
Peer reviewed :
Peer Reviewed verified by ORBi
Funders :
DSM Nutritional Products
FrieslandCampina
Danone Nutricia Research
AMRA Medical AB
Top Sector Agri and Food
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since 02 June 2026

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