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Abstract
The relationship between intake of saturated fats and subclinical atherosclerosis, as well as the possible influence of genetic variants, is poorly understood and investigated. We aimed to investigate this relationship, with a hypothesis that it would be positive, and to explore whether genetics may modulate it, using data from a European cohort including 3,407 participants aged 54–79 at high risk of cardiovascular disease. Subclinical atherosclerosis was assessed by carotid intima-media thickness (C-IMT), measured at baseline and after 30 months. Logistic regression (OR; 95% CI) was employed to assess the association between high intake of food rich in saturated fat (vs. low) and: (1) the mean and the maximum values of C-IMT in the whole carotid artery (C-IMTmean, C-IMTmax), in the bifurcation (Bif-), the common (CC-) and internal (ICA-) carotid arteries at baseline (binary, cut-point ≥ 75th), and (2) C-IMT progression (binary, cut-point > zero). For the genetic-diet interaction analyses, we considered 100,350 genetic variants. We defined interaction as departure from additivity of effects. After age- and sex-adjustment, high intake of saturated fat was associated with increased C-IMTmean (OR:1.27;1.06–1.47), CC-IMTmean (OR:1.22;1.04–1.44) and ICA-IMTmean (OR:1.26;1.07–1.48). However, in multivariate analysis results were no longer significant. No clear associations were observed between high intake of saturated fat and risk of atherosclerotic progression. There was no evidence of interactions between high intake of saturated fat and any of the genetic variants considered, after multiple testing corrections. High intake of saturated fats was not independently associated with subclinical atherosclerosis. Moreover, we did not identify any significant genetic-dietary fat interactions in relation to risk of subclinical atherosclerosis.
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1 Karolinska Institutet, Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626)
2 Karolinska Institutet, Unit of Cardiovascular and Nutritional Epidemiology, Institute of Environmental Medicine, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626); First Affiliated Hospital of Xinjiang Medical University, Department of Cardiology, Urumqi, People’s Republic of China (GRID:grid.412631.3)
3 Mental Health and Wellbeing, University of Glasgow, Institute of Mental Health and Wellbeing, Glasgow, UK (GRID:grid.8756.c) (ISNI:0000 0001 2193 314X); Karolinska Institutet, Cardiovascular Medicine Unit, Department of Medicine Solna, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626); Health Data Research United Kingdom, London, UK (GRID:grid.4714.6)
4 Università degli Studi di Milano, Department of Medical Biotechnology and Translational Medicine, Milan, Italy (GRID:grid.4708.b) (ISNI:0000 0004 1757 2822)
5 IRCCS, Centro Cardiologico Monzino, Milan, Italy (GRID:grid.414603.4)
6 University College London, Centre for Cardiovascular Genetics, Institute Cardiovascular Science, London, UK (GRID:grid.83440.3b) (ISNI:0000000121901201)
7 Kuopio Research Institute of Exercise Medicine, Foundation for Research in Health Exercise and Nutrition, Kuopio, Finland (GRID:grid.419013.e); Kuopio University Hospital, Department of Clinical Physiology and Nuclear Medicine, Kuopio, Finland (GRID:grid.410705.7) (ISNI:0000 0004 0628 207X)
8 University of Eastern Finland, Institute of Public Health and Clinical Nutrition, Kuopio, Finland (GRID:grid.9668.1) (ISNI:0000 0001 0726 2490)
9 University Medical Center Groningen, Department of Medicine, Groningen, The Netherlands (GRID:grid.4494.d) (ISNI:0000 0000 9558 4598)
10 Unités de Prévention Cardiovasculaire, Assistance Publique-Hôpitaux de Paris, Service Endocrinologie-Métabolisme, Groupe Hospitalier Pitié-Salpétrière, Paris, France (GRID:grid.411439.a) (ISNI:0000 0001 2150 9058)
11 Karolinska Institutet and Karolinska Hospital, Cardiovascular Medicine Unit, Department of Medicine Solna, Stockholm, Sweden (GRID:grid.24381.3c) (ISNI:0000 0000 9241 5705)
12 Karolinska Institutet, Cardiovascular Medicine Unit, Department of Medicine Solna, Stockholm, Sweden (GRID:grid.4714.6) (ISNI:0000 0004 1937 0626)
13 Ospedale Ca’ Granda di Niguarda, Centro Dislipidemie E. Grossi Paoletti, Milan, Italy (GRID:grid.4714.6)
14 Kuopio Research Institute of Exercise Medicine, Foundation for Research in Health Exercise and Nutrition, Kuopio, Finland (GRID:grid.419013.e)
15 Uppsala University, National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Uppsala, Sweden (GRID:grid.8993.b) (ISNI:0000 0004 1936 9457)
16 University of Perugia, Internal Medicine, Angiology and Arteriosclerosis Diseases, Department of Clinical and Experimental Medicine, Perugia, Italy (GRID:grid.9027.c) (ISNI:0000 0004 1757 3630)