Volume 63, Issue 5 1800605
Research Article

Metabolic Profiling of High Egg Consumption and the Associated Lower Risk of Type 2 Diabetes in Middle-Aged Finnish Men

Stefania Noerman,

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, 70210 Finland

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Olli Kärkkäinen,

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, 70210 Finland

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Anton Mattsson,

Bioinformatics Center, University of Eastern Finland, Kuopio, 70210 Finland

Department of Mathematics and System Analysis, Aalto University, Aalto, 00076 Finland

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Jussi Paananen,

Bioinformatics Center, University of Eastern Finland, Kuopio, 70210 Finland

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Marko Lehtonen,

School of Pharmacy, University of Eastern Finland, Kuopio, 70210 Finland

LC-MS Metabolomics Center, Biocenter Kuopio, Kuopio, 70210 Finland

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Tarja Nurmi,

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, 70210 Finland

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Tomi-Pekka Tuomainen,

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, 70210 Finland

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Sari Voutilainen,

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, 70210 Finland

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Kati Hanhineva,

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, 70210 Finland

LC-MS Metabolomics Center, Biocenter Kuopio, Kuopio, 70210 Finland

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Jyrki K Virtanen,

Corresponding Author

Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, 70210 Finland

E-mail: jyrki.virtanen@uef.fiSearch for more papers by this author
First published: 12 December 2018
Citations: 7

Abstract

Scope

Higher egg intake was previously associated with a lower risk of developing type 2 diabetes (T2D) in the prospective, population-based Kuopio Ischaemic Heart Disease Risk Factor Study (KIHD) in eastern Finland. Potential compounds that can explain this association are explored using nontargeted LC-MS-based metabolic profiling.

Methods and results

Two hundred and thirty-nine baseline serum samples from the KIHD are analyzed in four groups: subjects with higher (mean intake one egg per day) or lower (mean intake two eggs per week) egg intake who developed T2D (cases) or remained heatlhy (controls) during the mean follow-up of 19.3 years. Different serum profiles of subjects who had either higher or lower egg intakes, and of those who developed type 2 diabetes or remained healthy, are observed. The higher baseline tyrosine level predicts higher odds of T2D (OR 1.94; 95% CI 1.45, 2.60; p < 0.001; FDR 0.023) along with an unknown hexose-containing compound (OR 2.13; 95% CI 1.57, 2.88; p < 0.001; FDR 0.005). Certain predominant metabolites in T2D cases are correlated positively with ones in the lower-egg-intake group and negatively with ones in the higher-egg-intake group.

Conclusion

Our current findings may underline some potential metabolites that can explain how egg intake is associated with a lower risk of T2D.

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